From 0429ff4f96112fe5f11532ecd3012774a9ee19ed Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 10 Oct 2022 00:23:27 +0700 Subject: [PATCH 001/116] initial commit of initial release branch --- .gitignore | 9 + .../annotations/instances_default.json | 1 + dataset/sample_format_coco/images/001.jpg | Bin 0 -> 48745 bytes dataset/sample_format_coco/images/002.jpg | Bin 0 -> 88437 bytes dataset/sample_format_coco/images/003.jpg | Bin 0 -> 31655 bytes dataset/sample_format_coco/images/004.jpg | Bin 0 -> 19773 bytes dataset/sample_format_coco/images/005.jpg | Bin 0 -> 19774 bytes dataset/sample_format_coco/images/006.jpg | Bin 0 -> 80500 bytes dataset/sample_format_coco/images/007.jpg | Bin 0 -> 28577 bytes dataset/sample_format_coco/images/008.jpg | Bin 0 -> 184285 bytes dataset/sample_format_coco/images/009.jpg | Bin 0 -> 43650 bytes dataset/sample_format_coco/images/010.jpg | Bin 0 -> 24183 bytes dataset/sample_format_coco/images/011.jpg | Bin 0 -> 34591 bytes 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isinstance(image, ImagePatch): + image = image.image + + background_image_array = loader.load_image_array(image) + background_image_height, background_image_width, _ = background_image_array.shape + + ATTR_TARGET_BBOX = 'target_bbox' + + for patch in patches: + width = F.calculate_width(patch.bbox) + height = F.calculate_height(patch.bbox) + xmin = random.randint(0, background_image_width - 1) + ymin = random.randint(0, background_image_height - 1) + xmax = xmin + width + ymax = ymin + height + target_bbox = BBox(xmin, ymin, xmax, ymax) + setattr(patch, ATTR_TARGET_BBOX, target_bbox) + + for patch in patches: + scale = random.uniform(scale_range[0], scale_range[1]) + bbox = getattr(patch, ATTR_TARGET_BBOX) + scaled_bbox = F.scale_bbox(bbox, scale) + setattr(patch, ATTR_TARGET_BBOX, scaled_bbox) + + + INF = float('inf') + result_patches = F.visibility_suppression( + patches=patches, + visibility_threshold=visibility_threshold, + non_removal_patches=[ + Patch(None, BBox(-INF, -INF, 0, INF), None), + Patch(None, BBox(-INF, -INF, INF, 0), None), + Patch(None, BBox(width + 1, -INF, INF, INF), None), + Patch(None, BBox(-INF, height + 1, INF, INF), None), + ], + attr_bbox=ATTR_TARGET_BBOX, + attr_non_removal_patches_bbox='bbox' + ) + + result_image_array = background_image_array + result_patches: List[Patch] = [] + for patch in patches: + target_bbox = getattr(patch, ATTR_TARGET_BBOX) + width = F.calculate_width(target_bbox) + height = F.calculate_height(target_bbox) + + patch_array = loader.load_patch_array(patch.image, patch.bbox) + patch_array = F.resize_image_array(patch_array, width, height) + + result_bbox = F.place_image_array(patch_array, result_image_array, target_bbox) + result_patch = Patch('', result_bbox, patch.class_name) + result_patches.append(result_patch) + + result_image = loader.save_image_array_temporary(result_image_array) + for patch in result_patches: + patch.image = result_image + + for patch in patches: + delattr(patch, ATTR_TARGET_BBOX) + + return ImagePatch(result_image, result_patches) diff --git a/patchmentation/utils/__init__.py b/patchmentation/utils/__init__.py new file mode 100644 index 0000000..908504d --- /dev/null +++ b/patchmentation/utils/__init__.py @@ -0,0 +1,3 @@ +from . import loader +from . import functional +from . import validator \ No newline at end of file diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py new file mode 100644 index 0000000..a8a23e7 --- /dev/null +++ b/patchmentation/utils/functional.py @@ -0,0 +1,143 @@ +from patchmentation.collections import BBox, Image, Patch, ImagePatch + +import numpy as np +import cv2 +import matplotlib.pyplot as plt +from typing import List, Tuple + +def calculate_width(bbox: BBox) -> int: + return bbox.xmax - bbox.xmin + +def calculate_height(bbox: BBox) -> int: + return bbox.ymax - bbox.ymin + +def calculate_area(bbox: BBox) -> int: + return calculate_width(bbox) * calculate_height(bbox) + +def intersection(bbox_1: BBox, bbox_2: BBox) -> BBox: + xmin = max(bbox_1.xmin, bbox_2.xmin) + ymin = max(bbox_1.ymin, bbox_2.ymin) + xmax = min(bbox_1.xmax, bbox_2.xmax) + ymax = min(bbox_1.ymax, bbox_2.ymax) + + if xmin > xmax or ymin > ymax: + return BBox(0, 0, 0, 0) + + return BBox(xmin, ymin, xmax, ymax) + +def intersection_over_union(bbox_1: BBox, bbox_2: BBox) -> float: + bbox_intersection = intersection(bbox_1, bbox_2) + intersection_area = calculate_area(bbox_intersection) + union_area = calculate_area(bbox_1) + calculate_area(bbox_2) - intersection_area + if union_area == 0 and intersection_area == 0: + return 0 + return intersection_area / union_area + +IOU = intersection_over_union + +def scale_length(length: int, scale: float) -> int: + return int(length * scale) + +def scale_dimension(width: int, height: int, scale: float) -> Tuple[int, int]: + scaled_width = scale_length(width, scale) + scaled_height = scale_length(height, scale) + return scaled_width, scaled_height + +def scale_bbox(bbox: BBox, scale: float) -> BBox: + width = calculate_width(bbox) + height = calculate_height(bbox) + scaled_width, scaled_height = scale_dimension(width, height, scale) + xmin, ymin, _, _ = bbox + xmax = xmin + scaled_width + ymax = ymin + scaled_height + return BBox(xmin, ymin, xmax, ymax) + +def visibility_suppression( + patches: List[Patch], + visibility_threshold: float, + non_removal_patches: List[Patch] = None, + attr_bbox: str = 'bbox', + attr_non_removal_patches_bbox: str = 'bbox' + ) -> List[Patch]: + + min_x, min_y, max_x, max_y = getattr(patches[0], attr_bbox) + for patch in patches: + xmin, ymin, xmax, ymax = getattr(patch, attr_bbox) + min_x = min(min_x, xmin) + min_y = min(min_y, ymin) + max_x = max(max_x, xmax) + max_y = max(max_y, ymax) + + EMPTY_CELL = -1 + grid_width = max_x - min_x + grid_height = max_y - min_y + grid = np.full((grid_height, grid_width), EMPTY_CELL) + + total_area = [0] * len(patches) + visible_area = [0] * len(patches) + + for i, patch in enumerate(patches): + xmin, ymin, xmax, ymax = getattr(patch, attr_bbox) + xmin -= min_x + xmax -= min_x + ymin -= min_y + ymax -= min_y + grid[ymin:ymax, xmin:xmax] = i + total_area[i] = calculate_area(getattr(patch, attr_bbox)) + + if non_removal_patches is not None: + for patch in non_removal_patches: + xmin, ymin, xmax, ymax = getattr(patch, attr_non_removal_patches_bbox) + xmin -= min_x + xmax -= min_x + ymin -= min_y + ymax -= min_y + xmin = max(0, xmin) + ymin = max(0, ymin) + xmax = min(xmax, grid_width) + ymax = min(ymax, grid_height) + grid[ymin:ymax, xmin:xmax] = EMPTY_CELL + + for i in range(grid_height): + for j in range(grid_width): + if grid[i][j] is not EMPTY_CELL: + visible_area[grid[i][j]] += 1 + + result_patches = [] + for i, patch in enumerate(patches): + visibility = visible_area[i] / total_area[i] + if visibility > visibility_threshold: + result_patches.append(patch) + + return result_patches + +def resize_image_array(image_array: np.ndarray, width: int, height: int) -> np.ndarray: + return cv2.resize(image_array, (width, height), interpolation = cv2.INTER_AREA) + +def place_image_array(patch_array: np.ndarray, image_array: np.ndarray, bbox: BBox) -> BBox: + xmin, ymin, xmax, ymax = bbox + image_height, image_width, _ = image_array.shape + patch_height, patch_width, _ = patch_array.shape + + dif_xmin = max(0, 0 - xmin) + dif_ymin = max(0, 0 - ymin) + dif_xmax = min(0, image_width - xmax) + dif_ymax = min(0, image_height - ymax) + + patch_xmin = dif_xmin + patch_ymin = dif_ymin + patch_xmax = patch_width + dif_xmax + patch_ymax = patch_height + dif_ymax + + image_xmin = xmin + dif_xmin + image_ymin = ymin + dif_ymin + image_xmax = xmax + dif_xmax + image_ymax = ymax + dif_ymax + + image_array[image_ymin:image_ymax, image_xmin: image_xmax] = patch_array[patch_ymin:patch_ymax, patch_xmin:patch_xmax] + return BBox(image_xmin, image_ymin, image_xmax, image_ymax) + +def display_image_array(image_array: np.ndarray) -> None: + image_array = cv2.cvtColor(image_array, cv2.COLOR_BGR2RGB) + plt.imshow(image_array) + plt.show() diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py new file mode 100644 index 0000000..6efa5a6 --- /dev/null +++ b/patchmentation/utils/loader.py @@ -0,0 +1,97 @@ +from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset + +import os +import cv2 +import numpy as np +import tempfile +from typing import List, Union + +temporary_folder = tempfile.TemporaryDirectory() +ATTR_TEMPORARY_FILE = 'temporary_file' + +def load_image_array(path: Union[str, Image]) -> np.array: + if isinstance(path, Image): + path = path.path + image_array = cv2.imread(path) + return image_array + +def load_patch_array(image: Image, bbox: BBox) -> np.array: + image_array = load_image_array(image) + xmin, ymin, xmax, ymax = bbox + patch_array = image_array[ymin:ymax, xmin:xmax] + return patch_array + +def save_image_array(image_array: np.array, path: str) -> Image: + cv2.imwrite(path, image_array) + return Image(path) + +def save_image_array_temporary(image_array: np.array) -> Image: + temporary_file = tempfile.NamedTemporaryFile(suffix='.png', dir=temporary_folder.name) + path = temporary_file.name + image = save_image_array(image_array, path) + setattr(image, ATTR_TEMPORARY_FILE, temporary_file) + return image + +def load_yolo_dataset(folder_images: str, folder_annotations: str, file_names: str) -> Dataset: + classes = load_yolo_names(file_names) + imagePatches = load_yolo_imagePatches(folder_images, folder_annotations, classes) + dataset = Dataset(imagePatches, classes) + return dataset + +def load_yolo_names(file_names: str) -> List[str]: + classes = [] + with open(file_names, 'r') as f: + lines = f.readlines() + for line in lines: + line = line.strip() + class_name = line + if class_name == '': continue + classes.append(class_name) + return classes + +def load_yolo_imagePatches(folder_images: str, folder_annotations: str, classes: List[str]) -> List[ImagePatch]: + imagePatches = [] + for file_name in os.listdir(folder_images): + if file_name.startswith('.'): continue + if not(file_name.endswith(('.jpg', '.png'))): continue + file_image = os.path.join(folder_images, file_name) + file_annotation = os.path.join(folder_annotations, file_name[:-4] + '.txt') + image = Image(file_image) + patches = load_yolo_patches(image, file_annotation, classes) + imagePatch = ImagePatch(image, patches) + imagePatches.append(imagePatch) + return imagePatches + +def load_yolo_patches(image: Image, file_annotation: str, classes: List[str]) -> List[ImagePatch]: + image_height, image_width, _ = load_image_array(image).shape + patches = [] + with open(file_annotation, 'r') as f: + lines = f.readlines() + for line in lines: + line = line.strip() + class_id, x_center, y_center, yolo_width, yolo_height = line.split() + class_id = int(class_id) + x_center = float(x_center) + y_center = float(y_center) + yolo_width = float(yolo_width) + yolo_height = float(yolo_height) + + bbox = convert_yolo_bbox(x_center, y_center, yolo_width, yolo_height, image_width, image_height) + class_name = classes[class_id] + patch = Patch(image, bbox, class_name) + patches.append(patch) + return patches + +def convert_yolo_bbox(x_center: float, y_center: float, yolo_width: float, yolo_height: float, image_width: int, image_height: int) -> BBox: + xmin = int((x_center - (yolo_width / 2)) * image_width) + xmax = int((x_center + (yolo_width / 2)) * image_width) + ymin = int((y_center - (yolo_height / 2)) * image_height) + ymax = int((y_center + (yolo_height / 2)) * image_height) + bbox = BBox(xmin, ymin, xmax, ymax) + return bbox + +def load_coco_dataset() -> Dataset: + pass + +def load_pascal_voc_dataset() -> Dataset: + pass diff --git a/patchmentation/utils/validator.py b/patchmentation/utils/validator.py new file mode 100644 index 0000000..12e020a --- /dev/null +++ b/patchmentation/utils/validator.py @@ -0,0 +1,93 @@ +from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset +from patchmentation.utils.loader import load_image_array + +import os +import numpy as np +from typing import List, Tuple + +def validate_bbox(xmin: int, ymin: int, xmax: int, ymax: int, width: int = None, height: int = None): + assert xmin <= xmax, f'Expected xmin <= xmax, but got xmin {xmin} xmax {xmax}' + assert ymin <= ymax, f'Expected ymin <= ymax, but got ymin {ymin} ymax {ymax}' + assert xmin >= 0, f'Expected xmin >= 0, but got xmin {xmin}' + assert ymin >= 0, f'Expected ymin >= 0, but got ymin {ymin}' + if width is not None: + assert xmax <= width, f'Expected xmax <= width, but got xmax {xmax} width {width}' + if height is not None: + assert ymax <= height, f'Expected ymax <= height, but got ymax {ymax} height {height}' + +def validate_BBox(bbox: BBox, width: int = None, height: int = None): + xmin, ymin, xmax, ymax = bbox + validate_bbox(xmin, ymin, xmax, ymax, width, height) + +def validate_image_path(path: str): + assert path.endswith(('.jpg', '.png')), f'Expected image path ends with .jpg or .png, but got path {path}' + assert os.path.exists(path), f'Expected path exists, but got path {path} not exists' + +def validate_shape(width, height, channel): + assert height >= 0, f'Expected height >= 0, but got height {height}' + assert width >= 0, f'Expected width >= 0, but got width {width}' + assert channel == 3, f'Expected channel == 3, but got channel {channel}{" [Grayscale image (channel == 1) is not supported, please convert to 3 channels]"if channel == 1 else ""}' + +def validate_Shape(shape: Tuple[int, int, int], expected_width: int = None, expected_height: int = None, expected_channel: int = None): + height, width, channel = shape + validate_shape(width, height, channel) + if expected_width is not None: + assert width == expected_width, f'Expected width is {expected_width}, but got height {width}' + if expected_height is not None: + assert height == expected_height, f'Expected height is {expected_height}, but got height {height}' + if expected_channel is not None: + assert channel == expected_channel, f'Expected channel is {expected_channel}, but got channel {channel}' + +def validate_pixel(pixel: int): + assert pixel >= 0 and pixel <= 255, f'Expected pixel >= 0 and pixel <= 255, but got pixel {pixel}' + +def validate_image_array(image_array: np.ndarray, check_value: bool = False, expected_width: int = None, expected_height: int = None, expected_channel: int = None): + shape = image_array.shape + validate_Shape(shape, expected_width, expected_height, expected_channel) + assert image_array.dtype == 'uint8', f'Expected image_array.dtype == uint8, but got image_array.dtype {image_array.dtype}' + if check_value: + height, width, channel = image_array.shape + for i in range(height): + for j in range(width): + for k in range(channel): + validate_pixel(image_array[i][j][k]) + +def validate_Image(image: Image, check_image_array: bool = True, check_image_array_value: bool = False, expected_width: int = None, expected_height: int = None, expected_channel: int = None): + validate_image_path(image.path) + if check_image_array: + image_array = load_image_array(image) + validate_image_array(image_array, check_image_array_value, expected_width, expected_height, expected_channel) + +def validate_class_name(class_name: str): + assert class_name != '', f'Expected class_name is not empty string, but got class_name {class_name}' + +def validate_classes(classes: List[str]): + for class_name in classes: + validate_class_name(class_name) + assert len(classes) == len(set(classes)), f'Expected classes has all unique class_name, but got classes {classes}' + +def validate_Patch(patch: Patch, width: int = None, height: int = None): + image, bbox, class_name = patch + validate_Image(image) + validate_BBox(bbox, width, height) + validate_class_name(class_name) + +def validate_patches(patches: List[Patch], width: int = None, height: int = None): + for patch in patches: + validate_Patch(patch, width, height) + +def validate_ImagePatch(imagePatch: ImagePatch): + image, patches = imagePatch + validate_Image(image) + height, width, _ = load_image_array(image).shape + validate_patches(patches, width, height) + +def validate_imagePatches(imagePatches: List[ImagePatch]): + for imagePatch in imagePatches: + validate_ImagePatch(imagePatch) + +def validate_Dataset(dataset: Dataset): + imagePatches, classes = dataset + validate_imagePatches(imagePatches) + validate_classes(classes) + diff --git a/test/__init__.py b/test/__init__.py new file mode 100644 index 0000000..34fdc42 --- /dev/null +++ b/test/__init__.py @@ -0,0 +1 @@ +from . import helper \ No newline at end of file diff --git a/test/helper.py b/test/helper.py new file mode 100644 index 0000000..a81a6f8 --- /dev/null +++ b/test/helper.py @@ -0,0 +1,153 @@ +from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset +from patchmentation.utils.loader import save_image_array_temporary, load_image_array + +import random +import string +import sys +import numpy as np +from typing import List, Tuple +from copy import deepcopy + +DEFAULT_MIN_WIDTH = 20 +DEFAULT_MIN_HEIGHT = 20 +DEFAULT_MAX_WIDTH = 100 +DEFAULT_MAX_HEIGHT = 100 +DEFAULT_CLASS_NAME_LENGTH = 6 +DEFAULT_MIN_NUMBER_OF_CLASS = 2 +DEFAULT_MAX_NUMBER_OF_CLASS = 5 +DEFAULT_FILENAME_LENGTH = 8 +DEFAULT_IMAGE_EXT = '.jpg' +DEFAULT_MIN_NUMBER_OF_PATCH = 1 +DEFAULT_MAX_NUMBER_OF_PATCH = 5 +DEFAULT_MIN_NUMBER_OF_IMAGE = 2 +DEFAULT_MAX_NUMBER_OF_IMAGE = 5 + +DEFAULT_EPSILON = 1e-6 +FLOAT_MIN = sys.float_info.min +FLOAT_MAX = sys.float_info.max + +def generate_width() -> int: + return random.randint(DEFAULT_MIN_WIDTH, DEFAULT_MAX_WIDTH) + +def generate_height() -> int: + return random.randint(DEFAULT_MIN_HEIGHT, DEFAULT_MAX_HEIGHT) + +def generate_class_name(length: int = DEFAULT_CLASS_NAME_LENGTH) -> str: + return ''.join(random.choice(string.ascii_letters) for _ in range(length)) + +def generate_number_of_class() -> int: + return random.randint(DEFAULT_MIN_NUMBER_OF_CLASS, DEFAULT_MAX_NUMBER_OF_CLASS) + +def generate_classes(length: int = DEFAULT_CLASS_NAME_LENGTH, number_of_class: int = None) -> List[str]: + if number_of_class is None: number_of_class = generate_number_of_class() + return [generate_class_name(length) for _ in range(number_of_class)] + +def generate_filename(ext: str, length: int = DEFAULT_FILENAME_LENGTH) -> str: + return ''.join(random.choice(string.digits) for _ in range(length)) + ext + +def generate_number_of_patch() -> int: + return random.randint(DEFAULT_MIN_NUMBER_OF_PATCH, DEFAULT_MAX_NUMBER_OF_PATCH) + +def generate_number_of_image() -> int: + return random.randint(DEFAULT_MIN_NUMBER_OF_IMAGE, DEFAULT_MAX_NUMBER_OF_IMAGE) + +def generate_x(width: int = None) -> Tuple[int, int]: + if width is None: width = generate_width() + xmin = random.randint(0, width-1) + xmax = random.randint(xmin, width) + return xmin, xmax + +def generate_y(height: int = None) -> Tuple[int, int]: + if height is None: height = generate_height() + ymin = random.randint(0, height-1) + ymax = random.randint(ymin, height) + return ymin, ymax + +def generate_bbox(width: int = None, height: int = None) -> BBox: + if width is None: width = generate_width() + if height is None: height = generate_height() + xmin, xmax = generate_x(width) + ymin, ymax = generate_y(height) + return BBox(xmin, ymin, xmax, ymax) + +def generate_image_array(width: int = None, height: int = None) -> np.ndarray: + if width is None: width = generate_width() + if height is None: height = generate_height() + channel = 3 + image_array = np.random.rand(height, width, channel) + image_array = (image_array * 255).astype('uint8') + return image_array + +def generate_image(width: int = None, height: int = None) -> Image: + if width is None: width = generate_width() + if height is None: height = generate_height() + image_array = generate_image_array(width, height) + return save_image_array_temporary(image_array) + +def generate_patch(image: Image, width: int = None, height: int = None, classes: List[str] = None) -> Patch: + if width is None and height is None: + height, width, _ = load_image_array(image).shape + assert width is not None + assert height is not None + if classes is None: classes = generate_classes(number_of_class=1) + bbox = generate_bbox(width, height) + class_name = random.choice(classes) + return Patch(image, bbox, class_name) + +def generate_patches(image: Image, number_of_patch: int = None, width: int = None, height: int = None, classes: List[str] = None) -> List[Patch]: + if number_of_patch is None: number_of_patch = generate_number_of_patch() + if width is None and height is None: + height, width, _ = load_image_array(image).shape + assert width is not None + assert height is not None + if classes is None: classes = generate_classes() + return [generate_patch(image, width, height, classes) for _ in range(number_of_patch)] + +def generate_imagePatch(number_of_patch: int = None, width: int = None, height: int = None, classes: List[str] = None) -> ImagePatch: + if number_of_patch is None: number_of_patch = generate_number_of_patch() + if width is None: width = generate_width() + if height is None: height = generate_height() + if classes is None: classes = generate_classes() + image = generate_image(width, height) + patches = generate_patches(image, number_of_patch, width, height, classes) + return ImagePatch(image, patches) + +def generate_imagePatches(number_of_image: int = None, classes: List[str] = None) -> List[ImagePatch]: + if number_of_image is None: number_of_image = generate_number_of_image() + if classes is None: classes = generate_classes() + return [generate_imagePatch() for _ in range(number_of_image)] + +def generate_dataset(number_of_image = None, number_of_class: int = None) -> Dataset: + if number_of_image is None: number_of_image = generate_number_of_image() + if number_of_class is None: number_of_class = generate_number_of_class() + classes = generate_classes(number_of_class=number_of_class) + imagePatches = generate_imagePatches(number_of_image, classes) + return Dataset(imagePatches, classes) + +# source: https://floating-point-gui.de/errors/comparison/ +def compare_float_equal(float_1: float, float_2: float, epsilon: float = DEFAULT_EPSILON) -> bool: + abs_1 = abs(float_1) + abs_2 = abs(float_2) + diff = abs(float_1 - float_2) + if float_1 == float_2: + return True + elif float_1 == 0 or float_2 == 0 or (abs_1 + abs_2) < FLOAT_MIN: + return diff < (epsilon * FLOAT_MIN) + else: + return diff / min(abs_1 + abs_2, FLOAT_MAX) < epsilon + +def compare_float(float_1: float, float_2: float, epsilon: float = DEFAULT_EPSILON) -> int: + if compare_float_equal(float_1, float_2, epsilon): return 0 + if float_1 > float_2: return 1 + if float_1 < float_2: return -1 + raise Exception(f'compare_float({float_1}, {float_2}, {epsilon})') + +def compare_unordered_list_equal(list_1: list, list_2: list) -> bool: + if len(list_1) != len(list_2): return False + list_1 = deepcopy(list_1) + list_2 = deepcopy(list_2) + for item in list_1: + if item not in list_2: return False + list_2.remove(item) + if len(list_2) == 0: return True + else: return False diff --git a/test/test_collections.py b/test/test_collections.py new file mode 100644 index 0000000..f6a690b --- /dev/null +++ b/test/test_collections.py @@ -0,0 +1,64 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset +from test import helper + +def test_bbox(): + xmin, xmax = helper.generate_x() + ymin, ymax = helper.generate_y() + bbox = BBox(xmin, ymin, xmax, ymax) + + # attribute + assert bbox.xmin == xmin + assert bbox.ymin == ymin + assert bbox.xmax == xmax + assert bbox.ymax == ymax + + # __iter__ + assert (xmin, ymin, xmax, ymax) == tuple(bbox) + +def test_image(): + path = helper.generate_filename('.jpg') + image = Image(path) + + # attribute + assert image.path == path + +def test_patch(): + image = helper.generate_image() + bbox = helper.generate_bbox() + class_name = helper.generate_class_name() + patch = Patch(image, bbox, class_name) + + # attribute + assert patch.image is image + assert patch.bbox is bbox + assert patch.class_name == class_name + + # __iter__ + assert (image, bbox, class_name) == tuple(patch) + +def test_imagePatch(): + image = helper.generate_image() + patches = helper.generate_patches(image) + imagePatch = ImagePatch(image, patches) + + # attribute + assert imagePatch.image is image + assert imagePatch.patches is patches + + # __iter__ + assert (image, patches) == tuple(imagePatch) + +def test_dataset(): + classes = helper.generate_classes() + imagePatches = helper.generate_imagePatches(classes=classes) + dataset = Dataset(imagePatches, classes) + + # attribute + assert dataset.imagePatches is imagePatches + assert dataset.classes is classes + + # __iter__ + assert (imagePatches, classes) == tuple(dataset) diff --git a/test/test_functional.py b/test/test_functional.py new file mode 100644 index 0000000..02e906c --- /dev/null +++ b/test/test_functional.py @@ -0,0 +1,171 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +from patchmentation.utils import functional as F +from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset +from test.helper import compare_float_equal, compare_unordered_list_equal +from test.helper import generate_classes, generate_patches + +def test_calculcate_width_1(): + xmin, xmax = 1, 5 + ymin, ymax = None, None + bbox = BBox(xmin, ymin, xmax, ymax) + width = F.calculate_width(bbox) + assert width == 4 + +def test_calculcate_width_2(): + xmin, xmax = 1, 1 + ymin, ymax = None, None + bbox = BBox(xmin, ymin, xmax, ymax) + width = F.calculate_width(bbox) + assert width == 0 + +def test_calculate_height_1(): + xmin, xmax = None, None + ymin, ymax = 1, 5 + bbox = BBox(xmin, ymin, xmax, ymax) + height = F.calculate_height(bbox) + assert height == 4 + +def test_calculate_height_2(): + xmin, xmax = None, None + ymin, ymax = 1, 1 + bbox = BBox(xmin, ymin, xmax, ymax) + height = F.calculate_height(bbox) + assert height == 0 + +def test_calculate_area_1(): + xmin, xmax = 1, 5 + ymin, ymax = 6, 8 + bbox = BBox(xmin, ymin, xmax, ymax) + area = F.calculate_area(bbox) + assert area == 8 + +def test_calculate_area_2(): + xmin, xmax = 1, 1 + ymin, ymax = 6, 8 + bbox = BBox(xmin, ymin, xmax, ymax) + area = F.calculate_area(bbox) + assert area == 0 + +def test_calculate_area_3(): + xmin, xmax = 1, 5 + ymin, ymax = 6, 6 + bbox = BBox(xmin, ymin, xmax, ymax) + area = F.calculate_area(bbox) + assert area == 0 + +def test_calculate_area_4(): + xmin, xmax = 5, 5 + ymin, ymax = 6, 6 + bbox = BBox(xmin, ymin, xmax, ymax) + area = F.calculate_area(bbox) + assert area == 0 + +def test_intersection_1(): + bbox_1 = BBox(1, 0, 6, 3) + bbox_2 = BBox(3, 1, 7, 6) + bbox_actual = F.intersection(bbox_1, bbox_2) + bbox_expected = BBox(3, 1, 6, 3) + assert bbox_actual == bbox_expected + +def test_intersection_2(): + bbox_1 = BBox(1, 0, 9, 4) + bbox_2 = BBox(3, 1, 7, 6) + bbox_actual = F.intersection(bbox_1, bbox_2) + bbox_expected = BBox(3, 1, 7, 4) + assert bbox_actual == bbox_expected + +def test_intersection_3(): + bbox_1 = BBox(5, 4, 6, 5) + bbox_2 = BBox(3, 1, 7, 6) + bbox_actual = F.intersection(bbox_1, bbox_2) + bbox_expected = BBox(5, 4, 6, 5) + assert bbox_actual == bbox_expected + +def test_intersection_4(): + bbox_1 = BBox(3, 1, 7, 6) + bbox_2 = BBox(3, 1, 7, 6) + bbox_actual = F.intersection(bbox_1, bbox_2) + bbox_expected = BBox(3, 1, 7, 6) + assert bbox_actual == bbox_expected + +def test_intersection_5(): + bbox_1 = BBox(5, 1, 6, 7) + bbox_2 = BBox(3, 4, 7, 6) + bbox_actual = F.intersection(bbox_1, bbox_2) + bbox_expected = BBox(5, 4, 6, 6) + assert bbox_actual == bbox_expected + +def test_intersection_6(): + bbox_1 = BBox(5, 6, 6, 7) + bbox_2 = BBox(3, 4, 7, 6) + bbox_actual = F.intersection(bbox_1, bbox_2) + bbox_expected = BBox(5, 6, 6, 6) + assert bbox_actual == bbox_expected + +def test_intersection_7(): + bbox_1 = BBox(8, 6, 9, 7) + bbox_2 = BBox(3, 4, 7, 6) + bbox_actual = F.intersection(bbox_1, bbox_2) + bbox_expected = BBox(0, 0, 0, 0) + assert bbox_actual == bbox_expected + +def test_intersection_8(): + bbox_1 = BBox(8, 3, 9, 4) + bbox_2 = BBox(3, 4, 7, 6) + bbox_actual = F.intersection(bbox_1, bbox_2) + bbox_expected = BBox(0, 0, 0, 0) + assert bbox_actual == bbox_expected + +def test_intersection_over_union_1(): + bbox_1 = BBox(1, 5, 5, 8) + bbox_2 = BBox(2, 2, 6, 7) + iou_actual = F.intersection_over_union(bbox_1, bbox_2) + iou_expected = 6 / 26 + assert compare_float_equal(iou_actual, iou_expected) + +def test_intersection_over_union_2(): + bbox_1 = BBox(1, 6, 6, 8) + bbox_2 = BBox(3, 5, 4, 9) + iou_actual = F.intersection_over_union(bbox_1, bbox_2) + iou_expected = 2 / 12 + assert compare_float_equal(iou_actual, iou_expected) + +def test_intersection_over_union_3(): + bbox_1 = BBox(1, 4, 6, 8) + bbox_2 = BBox(3, 5, 4, 7) + iou_actual = F.intersection_over_union(bbox_1, bbox_2) + iou_expected = 2 / 20 + assert compare_float_equal(iou_actual, iou_expected) + +def test_intersection_over_union_4(): + bbox_1 = BBox(5, 6, 6, 7) + bbox_2 = BBox(3, 4, 7, 6) + iou_actual = F.intersection_over_union(bbox_1, bbox_2) + iou_expected = 0 + assert compare_float_equal(iou_actual, iou_expected) + +def test_intersection_over_union_5(): + bbox_1 = BBox(8, 6, 9, 7) + bbox_2 = BBox(3, 4, 7, 6) + iou_actual = F.intersection_over_union(bbox_1, bbox_2) + iou_expected = 0 + assert compare_float_equal(iou_actual, iou_expected) + +def test_intersection_over_union_6(): + bbox_1 = BBox(8, 3, 9, 4) + bbox_2 = BBox(3, 4, 7, 6) + iou_actual = F.intersection_over_union(bbox_1, bbox_2) + iou_expected = 0 + assert compare_float_equal(iou_actual, iou_expected) + +def test_intersection_over_union_7(): + bbox_1 = BBox(1, 1, 1, 1) + bbox_2 = BBox(2, 2, 2, 2) + iou_actual = F.intersection_over_union(bbox_1, bbox_2) + iou_expected = 0 + assert compare_float_equal(iou_actual, iou_expected) + +def test_IOU(): + assert F.IOU == F.intersection_over_union diff --git a/test/test_helper.py b/test/test_helper.py new file mode 100644 index 0000000..7491d5b --- /dev/null +++ b/test/test_helper.py @@ -0,0 +1,42 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +from test import helper +from patchmentation.utils import validator + +def test_generate_bbox_1(): + width = 20 + height = 1000 + bbox = helper.generate_bbox(width, height) + validator.validate_BBox(bbox, width, height) + +def test_generate_bbox_2(): + width = 1000 + height = 20 + bbox = helper.generate_bbox(width, height) + validator.validate_BBox(bbox, width, height) + +def test_generate_image_1(): + width = 100 + height = 20 + image = helper.generate_image(width, height) + validator.validate_Image(image, expected_width=width, expected_height=height) + +def test_generate_image_2(): + width = 20 + height = 100 + image = helper.generate_image(width, height) + validator.validate_Image(image, expected_width=width, expected_height=height) + +def test_generate_patch(): + image = helper.generate_image() + patch = helper.generate_patch(image) + validator.validate_Patch(patch) + +def test_generate_imagePatch(): + imagePatch = helper.generate_imagePatch() + validator.validate_ImagePatch(imagePatch) + +def test_generate_dataset(): + dataset = helper.generate_dataset() + validator.validate_Dataset(dataset) diff --git a/test/test_loader.py b/test/test_loader.py new file mode 100644 index 0000000..3292c38 --- /dev/null +++ b/test/test_loader.py @@ -0,0 +1,60 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +from test import helper +from patchmentation.utils import loader +from patchmentation.utils import validator +from patchmentation.collections import BBox + +import pytest +import numpy as np + +YOLO_FOLDER_IMAGES = 'dataset/sample_format_yolo/obj_train_data/' +YOLO_FOLDER_ANNOTATIONS = 'dataset/sample_format_yolo/obj_train_data/' +YOLO_FILE_NAMES = 'dataset/sample_format_yolo/obj.names' + +def test_save_load_image_array_1(): + image_array = helper.generate_image_array() + image = loader.save_image_array_temporary(image_array) + reloaded_image_array = loader.load_image_array(image) + validator.validate_image_array(reloaded_image_array) + assert (reloaded_image_array == image_array).all() + +def test_save_load_image_array_2(): + image_array = helper.generate_image_array() + image = loader.save_image_array_temporary(image_array) + reloaded_image_array = loader.load_image_array(image.path) + validator.validate_image_array(reloaded_image_array) + assert (reloaded_image_array == image_array).all() + +def test_load_patch_array(): + image_array = np.array([ + [[1, 2, 3], [2, 3, 4], [3, 4, 5]], + [[4, 3, 2], [5, 4, 3], [6, 5, 4]], + [[7, 8, 9], [8, 9, 10], [9, 10, 11]], + [[10, 9, 8], [11, 10, 9], [12, 11, 10]] + ]) + image = loader.save_image_array_temporary(image_array) + bbox = BBox(1, 0, 3, 4) + actual_patch_array = loader.load_patch_array(image, bbox) + expected_patch_array = np.array([ + [[2, 3, 4], [3, 4, 5]], + [[5, 4, 3], [6, 5, 4]], + [[8, 9, 10], [9, 10, 11]], + [[11, 10, 9], [12, 11, 10]] + ]) + assert (actual_patch_array == expected_patch_array).all() + +def test_loader_yolo(): + dataset = loader.load_yolo_dataset(YOLO_FOLDER_IMAGES, YOLO_FOLDER_ANNOTATIONS, YOLO_FILE_NAMES) + validator.validate_Dataset(dataset) + +@pytest.mark.skip('Not implemented') +def test_loader_coco(): + dataset = loader.load_coco_dataset() + validator.validate_Dataset(dataset) + +@pytest.mark.skip('Not implemented') +def test_loader_pascal_voc(): + dataset = loader.load_pascal_voc_dataset() + validator.validate_Dataset(dataset) From b7abc06cee9d12178e9d3a2aa5651845b20878f7 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 11 Oct 2022 03:06:52 +0700 Subject: [PATCH 002/116] add test --- patchmentation/utils/functional.py | 17 +- patchmentation/utils/loader.py | 7 +- test/helper.py | 6 +- test/integration_test.py | 38 +++ test/test_functional.py | 356 ++++++++++++++++++++++++++++- test/test_helper.py | 58 +++++ test/test_loader.py | 8 + 7 files changed, 470 insertions(+), 20 deletions(-) create mode 100644 test/integration_test.py diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index a8a23e7..2c8f2b5 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -1,4 +1,4 @@ -from patchmentation.collections import BBox, Image, Patch, ImagePatch +from patchmentation.collections import BBox, Patch import numpy as np import cv2 @@ -96,17 +96,22 @@ def visibility_suppression( ymin = max(0, ymin) xmax = min(xmax, grid_width) ymax = min(ymax, grid_height) + if xmin >= grid_width or ymin >= grid_height or xmax < 0 or ymax < 0 : continue grid[ymin:ymax, xmin:xmax] = EMPTY_CELL for i in range(grid_height): for j in range(grid_width): - if grid[i][j] is not EMPTY_CELL: + if grid[i][j] != EMPTY_CELL: visible_area[grid[i][j]] += 1 + visibility = [0] * len(patches) + for i in range(len(patches)): + if total_area[i] != 0: + visibility[i] = visible_area[i] / total_area[i] + result_patches = [] for i, patch in enumerate(patches): - visibility = visible_area[i] / total_area[i] - if visibility > visibility_threshold: + if visibility[i] > visibility_threshold: result_patches.append(patch) return result_patches @@ -137,7 +142,7 @@ def place_image_array(patch_array: np.ndarray, image_array: np.ndarray, bbox: BB image_array[image_ymin:image_ymax, image_xmin: image_xmax] = patch_array[patch_ymin:patch_ymax, patch_xmin:patch_xmax] return BBox(image_xmin, image_ymin, image_xmax, image_ymax) -def display_image_array(image_array: np.ndarray) -> None: +def display_image_array(image_array: np.ndarray, block: bool = True) -> None: image_array = cv2.cvtColor(image_array, cv2.COLOR_BGR2RGB) plt.imshow(image_array) - plt.show() + plt.show(block=block) diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index 6efa5a6..48a824f 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -9,18 +9,21 @@ temporary_folder = tempfile.TemporaryDirectory() ATTR_TEMPORARY_FILE = 'temporary_file' -def load_image_array(path: Union[str, Image]) -> np.array: +def load_image_array(path: Union[str, Image]) -> np.ndarray: if isinstance(path, Image): path = path.path image_array = cv2.imread(path) return image_array -def load_patch_array(image: Image, bbox: BBox) -> np.array: +def load_patch_array(image: Image, bbox: BBox) -> np.ndarray: image_array = load_image_array(image) xmin, ymin, xmax, ymax = bbox patch_array = image_array[ymin:ymax, xmin:xmax] return patch_array +def load_image(path: str) -> Image: + return Image(path) + def save_image_array(image_array: np.array, path: str) -> Image: cv2.imwrite(path, image_array) return Image(path) diff --git a/test/helper.py b/test/helper.py index a81a6f8..e3bb262 100644 --- a/test/helper.py +++ b/test/helper.py @@ -6,7 +6,6 @@ import sys import numpy as np from typing import List, Tuple -from copy import deepcopy DEFAULT_MIN_WIDTH = 20 DEFAULT_MIN_HEIGHT = 20 @@ -144,9 +143,10 @@ def compare_float(float_1: float, float_2: float, epsilon: float = DEFAULT_EPSIL def compare_unordered_list_equal(list_1: list, list_2: list) -> bool: if len(list_1) != len(list_2): return False - list_1 = deepcopy(list_1) - list_2 = deepcopy(list_2) + list_1 = list_1.copy() + list_2 = list_2.copy() for item in list_1: + print(item, list_1, list_2) if item not in list_2: return False list_2.remove(item) if len(list_2) == 0: return True diff --git a/test/integration_test.py b/test/integration_test.py new file mode 100644 index 0000000..4c39bdb --- /dev/null +++ b/test/integration_test.py @@ -0,0 +1,38 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +from patchmentation.utils import validator +from patchmentation.utils import loader +from patchmentation import patch_augmentation + +import pytest + +SAMPLE_PATCHMENTATION_FOLDER_IMAGES = 'dataset/sample_patchmentation/source/obj_train_data/' +SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS = 'dataset/sample_patchmentation/source/obj_train_data/' +SAMPLE_PATCHMENTATION_FILE_NAMES = 'dataset/sample_patchmentation/source/obj.names' + +SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_1 = 'dataset/sample_patchmentation/background/background_1.jpg' +SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2 = 'dataset/sample_patchmentation/background/background_2.jpg' + +def test_patch_augmentation_1(): + dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) + background_image = loader.load_image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_1) + + patches = dataset.imagePatches[0].patches + dataset.imagePatches[1].patches + dataset.imagePatches[2].patches + imagePatch = patch_augmentation(patches, background_image) + validator.validate_ImagePatch(imagePatch) + +def test_patch_augmentation_2(): + dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) + background_image = loader.load_image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2) + + patches = dataset.imagePatches[0].patches + imagePatch = patch_augmentation(patches, background_image) + + patches = dataset.imagePatches[1].patches + imagePatch = patch_augmentation(patches, imagePatch) + + patches = dataset.imagePatches[2].patches + imagePatch = patch_augmentation(patches, background_image) + + validator.validate_ImagePatch(imagePatch) diff --git a/test/test_functional.py b/test/test_functional.py index 02e906c..df727cc 100644 --- a/test/test_functional.py +++ b/test/test_functional.py @@ -2,9 +2,12 @@ sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) from patchmentation.utils import functional as F +from patchmentation.utils import validator from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset -from test.helper import compare_float_equal, compare_unordered_list_equal -from test.helper import generate_classes, generate_patches +from test import helper + +import numpy as np +import pytest def test_calculcate_width_1(): xmin, xmax = 1, 5 @@ -123,49 +126,384 @@ def test_intersection_over_union_1(): bbox_2 = BBox(2, 2, 6, 7) iou_actual = F.intersection_over_union(bbox_1, bbox_2) iou_expected = 6 / 26 - assert compare_float_equal(iou_actual, iou_expected) + assert helper.compare_float_equal(iou_actual, iou_expected) def test_intersection_over_union_2(): bbox_1 = BBox(1, 6, 6, 8) bbox_2 = BBox(3, 5, 4, 9) iou_actual = F.intersection_over_union(bbox_1, bbox_2) iou_expected = 2 / 12 - assert compare_float_equal(iou_actual, iou_expected) + assert helper.compare_float_equal(iou_actual, iou_expected) def test_intersection_over_union_3(): bbox_1 = BBox(1, 4, 6, 8) bbox_2 = BBox(3, 5, 4, 7) iou_actual = F.intersection_over_union(bbox_1, bbox_2) iou_expected = 2 / 20 - assert compare_float_equal(iou_actual, iou_expected) + assert helper.compare_float_equal(iou_actual, iou_expected) def test_intersection_over_union_4(): bbox_1 = BBox(5, 6, 6, 7) bbox_2 = BBox(3, 4, 7, 6) iou_actual = F.intersection_over_union(bbox_1, bbox_2) iou_expected = 0 - assert compare_float_equal(iou_actual, iou_expected) + assert helper.compare_float_equal(iou_actual, iou_expected) def test_intersection_over_union_5(): bbox_1 = BBox(8, 6, 9, 7) bbox_2 = BBox(3, 4, 7, 6) iou_actual = F.intersection_over_union(bbox_1, bbox_2) iou_expected = 0 - assert compare_float_equal(iou_actual, iou_expected) + assert helper.compare_float_equal(iou_actual, iou_expected) def test_intersection_over_union_6(): bbox_1 = BBox(8, 3, 9, 4) bbox_2 = BBox(3, 4, 7, 6) iou_actual = F.intersection_over_union(bbox_1, bbox_2) iou_expected = 0 - assert compare_float_equal(iou_actual, iou_expected) + assert helper.compare_float_equal(iou_actual, iou_expected) def test_intersection_over_union_7(): bbox_1 = BBox(1, 1, 1, 1) bbox_2 = BBox(2, 2, 2, 2) iou_actual = F.intersection_over_union(bbox_1, bbox_2) iou_expected = 0 - assert compare_float_equal(iou_actual, iou_expected) + assert helper.compare_float_equal(iou_actual, iou_expected) def test_IOU(): assert F.IOU == F.intersection_over_union + +def test_scale_length_1(): + length = 10 + scale = 0.5 + actual_length = F.scale_length(length, scale) + expected_length = 5 + assert actual_length == expected_length + +def test_scale_length_2(): + length = 10 + scale = 1.0 + actual_length = F.scale_length(length, scale) + expected_length = 10 + assert actual_length == expected_length + +def test_scale_length_3(): + length = 10 + scale = 1.5 + actual_length = F.scale_length(length, scale) + expected_length = 15 + assert actual_length == expected_length + +def test_scale_length_4(): + length = 10 + scale = 0.0 + actual_length = F.scale_length(length, scale) + expected_length = 0 + assert actual_length == expected_length + +def test_scale_dimension_1(): + width = 10 + height = 20 + scale = 1.0 + actual_dimension = F.scale_dimension(width, height, scale) + expected_dimension = (10, 20) + assert actual_dimension == expected_dimension + +def test_scale_dimension_2(): + width = 10 + height = 20 + scale = 0.5 + actual_dimension = F.scale_dimension(width, height, scale) + expected_dimension = (5, 10) + assert actual_dimension == expected_dimension + +def test_scale_dimension_3(): + width = 10 + height = 20 + scale = 1.5 + actual_dimension = F.scale_dimension(width, height, scale) + expected_dimension = (15, 30) + assert actual_dimension == expected_dimension + +def test_scale_dimension_4(): + width = 10 + height = 20 + scale = 0.0 + actual_dimension = F.scale_dimension(width, height, scale) + expected_dimension = (0, 0) + assert actual_dimension == expected_dimension + +def test_scale_bbox_1(): + bbox = BBox(1, 2, 3, 4) + scale = 1.0 + actual_bbox = F.scale_bbox(bbox, scale) + expected_bbox = BBox(1, 2, 3, 4) + assert actual_bbox == expected_bbox + +def test_scale_bbox_2(): + bbox = BBox(1, 2, 11, 32) + scale = 0.5 + actual_bbox = F.scale_bbox(bbox, scale) + expected_bbox = BBox(1, 2, 6, 17) + assert actual_bbox == expected_bbox + +def test_scale_bbox_3(): + bbox = BBox(1, 2, 11, 32) + scale = 1.5 + actual_bbox = F.scale_bbox(bbox, scale) + expected_bbox = BBox(1, 2, 16, 47) + assert actual_bbox == expected_bbox + +def test_scale_bbox_4(): + bbox = BBox(1, 2, 11, 32) + scale = 0.0 + actual_bbox = F.scale_bbox(bbox, scale) + expected_bbox = BBox(1, 2, 1, 2) + assert actual_bbox == expected_bbox + +def test_visibility_suppression_1(): + patch_1 = Patch(None, BBox(0, 0, 10, 10), None) + patch_2 = Patch(None, BBox(0, 0, 5, 5), None) + patch_3 = Patch(None, BBox(0, 0, 5, 9), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.5 + non_removal_patches = None + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = None + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [patch_1, patch_3] + assert actual_patches == expected_patches + +def test_visibility_suppression_2(): + patch_1 = Patch(None, BBox(0, 0, 10, 10), None) + patch_2 = Patch(None, BBox(0, 0, 5, 5), None) + patch_3 = Patch(None, BBox(0, 0, 5, 9), None) + patches = [patch_1, patch_3, patch_2] + visibility_threshold = 0.5 + non_removal_patches = None + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = None + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [patch_1, patch_2] + assert actual_patches == expected_patches + +def test_visibility_suppression_3(): + patch_1 = Patch(None, BBox(0, 0, 10, 10), None) + patch_2 = Patch(None, BBox(0, 0, 5, 10), None) + patch_3 = Patch(None, BBox(0, 0, 5, 5), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.5 + non_removal_patches = None + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = None + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [patch_3] + assert actual_patches == expected_patches + +def test_visibility_suppression_4(): + patch_1 = Patch(None, BBox(0, 0, 10, 10), None) + patch_2 = Patch(None, BBox(0, 0, 5, 10), None) + patch_3 = Patch(None, BBox(0, 0, 5, 5), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.4 + non_removal_patches = None + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = None + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [patch_1, patch_2, patch_3] + assert actual_patches == expected_patches + +def test_visibility_suppression_5(): + patch_1 = Patch(None, BBox(0, 0, 10, 10), None) + patch_2 = Patch(None, BBox(0, 0, 5, 10), None) + patch_3 = Patch(None, BBox(0, 0, 5, 5), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.5 + non_removal_patches = None + attr_bbox = 'attr_bbox' + setattr(patch_1, attr_bbox, BBox(0, 0, 10, 10)) + setattr(patch_2, attr_bbox, BBox(0, 0, 5, 9)) + setattr(patch_3, attr_bbox, BBox(0, 0, 5, 5)) + attr_non_removal_patches_bbox = None + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [patch_1, patch_3] + assert actual_patches == expected_patches + +def test_visibility_suppression_6(): + patch_1 = Patch(None, BBox(0, 0, 10, 10), None) + patch_2 = Patch(None, BBox(0, 0, 5, 10), None) + patch_3 = Patch(None, BBox(0, 0, 5, 5), None) + patch_4 = Patch(None, BBox(0, 0, 5, 4), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.4 + non_removal_patches = [patch_4] + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = 'bbox' + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [patch_1, patch_2] + assert actual_patches == expected_patches + +def test_visibility_suppression_7(): + INF = float('inf') + patch_1 = Patch(None, BBox(0, 0, 10, 10), None) + patch_2 = Patch(None, BBox(0, 0, 5, 10), None) + patch_3 = Patch(None, BBox(0, 0, 5, 5), None) + patch_4 = Patch(None, BBox(0, 0, 5, 4), None) + patch_5 = Patch(None, BBox(-INF, 5, INF, 6), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.4 + non_removal_patches = [patch_4, patch_5] + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = 'bbox' + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [patch_1] + assert actual_patches == expected_patches + +def test_visibility_suppression_8(): + INF = float('inf') + patch_1 = Patch(None, BBox(0, 0, 10, 10), None) + patch_2 = Patch(None, BBox(0, 0, 5, 10), None) + patch_3 = Patch(None, BBox(0, 0, 5, 5), None) + patch_4 = Patch(None, BBox(0, 0, 5, 4), None) + patch_5 = Patch(None, BBox(-INF, 5, INF, INF), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.4 + non_removal_patches = [patch_4, patch_5] + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = 'bbox' + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [] + assert actual_patches == expected_patches + +def test_visibility_suppression_9(): + INF = float('inf') + patch_1 = Patch(None, BBox(0, 0, 10, 10), None) + patch_2 = Patch(None, BBox(0, 0, 5, 10), None) + patch_3 = Patch(None, BBox(0, 0, 5, 5), None) + patch_4 = Patch(None, BBox(0, 0, 5, 4), None) + patch_5 = Patch(None, BBox(-INF, 5, INF, 6), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.4 + non_removal_patches = [patch_4, patch_5] + attr_bbox = 'attr_bbox' + setattr(patch_1, attr_bbox, BBox(0, 0, 10, 10)) + setattr(patch_2, attr_bbox, BBox(0, 0, 5, 9)) + setattr(patch_3, attr_bbox, BBox(0, 0, 5, 5)) + attr_non_removal_patches_bbox = 'attr_non_removal_patches_bbox' + setattr(patch_4, attr_non_removal_patches_bbox, BBox(-INF, -INF, INF, 0)) + setattr(patch_5, attr_non_removal_patches_bbox, BBox(-INF, 5, INF, INF)) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [patch_3] + assert actual_patches == expected_patches + +def test_visibility_suppression_10(): + INF = float('inf') + patch_1 = Patch(None, BBox(0, 0, 5, 5), None) + patch_2 = Patch(None, BBox(5, 5, 10, 10), None) + patch_3 = Patch(None, BBox(0, 5, 5, 15), None) + patch_4 = Patch(None, BBox(-5, -10, 5, 10), None) + patch_5 = Patch(None, BBox(-INF, 3, INF, 5), None) + patch_6 = Patch(None, BBox(INF, 0, INF, INF), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.4 + non_removal_patches = [patch_4, patch_5, patch_6] + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = 'bbox' + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + expected_patches = [patch_2, patch_3] + assert actual_patches == expected_patches + +def test_resize_image_array_1(): + width = 10 + height = 20 + image_array = helper.generate_image_array(width, height) + expected_width = 5 + expected_height = 7 + actual_image_array = F.resize_image_array(image_array, expected_width, expected_height) + validator.validate_image_array(actual_image_array, expected_width=expected_width, expected_height=expected_height) + +def test_resize_image_array_2(): + width = 10 + height = 20 + image_array = helper.generate_image_array(width, height) + expected_width = 12 + expected_height = 9 + actual_image_array = F.resize_image_array(image_array, expected_width, expected_height) + validator.validate_image_array(actual_image_array, expected_width=expected_width, expected_height=expected_height) + +def test_place_image_array_1(): + patch_array = np.array([ + [[1, 11], [2, 22]], + [[33, 3], [44, 4]], + [[5, 55], [6, 66]] + ]) + image_array = np.array([ + [[-1, -11], [-2, -22], [-3, -33]], + [[-44, -4], [-55, -5], [-66, -6]], + [[-77, -7], [-88, -8], [-99, -9]], + [[-10, -100], [-11, -110], [-12, -120]] + ]) + bbox = BBox(1, 0, 3, 3) + actual_bbox = F.place_image_array(patch_array, image_array, bbox) + expected_image_array = np.array([ + [[-1, -11], [1, 11], [2, 22]], + [[-44, -4], [33, 3], [44, 4]], + [[-77, -7], [5, 55], [6, 66]], + [[-10, -100], [-11, -110], [-12, -120]] + ]) + expected_bbox = BBox(1, 0, 3, 3) + assert (image_array == expected_image_array).all() + assert actual_bbox == expected_bbox + +def test_place_image_array_2(): + patch_array = np.array([ + [[1, 11], [2, 22]], + [[33, 3], [44, 4]], + [[5, 55], [6, 66]] + ]) + image_array = np.array([ + [[-1, -11], [-2, -22], [-3, -33]], + [[-44, -4], [-55, -5], [-66, -6]], + [[-77, -7], [-88, -8], [-99, -9]], + [[-10, -100], [-11, -110], [-12, -120]] + ]) + bbox = BBox(2, 2, 4, 5) + actual_bbox = F.place_image_array(patch_array, image_array, bbox) + expected_image_array = np.array([ + [[-1, -11], [-2, -22], [-3, -33]], + [[-44, -4], [-55, -5], [-66, -6]], + [[-77, -7], [-88, -8], [1, 11]], + [[-10, -100], [-11, -110], [33, 3]] + ]) + expected_bbox = BBox(2, 2, 3, 4) + assert (image_array == expected_image_array).all() + assert actual_bbox == expected_bbox + +def test_place_image_array_3(): + patch_array = np.array([ + [[1, 11], [2, 22]], + [[33, 3], [44, 4]], + [[5, 55], [6, 66]] + ]) + image_array = np.array([ + [[-1, -11], [-2, -22], [-3, -33]], + [[-44, -4], [-55, -5], [-66, -6]], + [[-77, -7], [-88, -8], [-99, -9]], + [[-10, -100], [-11, -110], [-12, -120]] + ]) + bbox = BBox(-1, -1, 1, 2) + actual_bbox = F.place_image_array(patch_array, image_array, bbox) + expected_image_array = np.array([ + [[44, 4], [-2, -22], [-3, -33]], + [[6, 66], [-55, -5], [-66, -6]], + [[-77, -7], [-88, -8], [-99, -9]], + [[-10, -100], [-11, -110], [-12, -120]] + ]) + expected_bbox = BBox(0, 0, 1, 2) + assert (image_array == expected_image_array).all() + assert actual_bbox == expected_bbox + +@pytest.mark.filterwarnings('error') +def test_display_image_array(): + image_array = helper.generate_image_array(10, 20) + F.display_image_array(image_array, block=False) diff --git a/test/test_helper.py b/test/test_helper.py index 7491d5b..8148e14 100644 --- a/test/test_helper.py +++ b/test/test_helper.py @@ -40,3 +40,61 @@ def test_generate_imagePatch(): def test_generate_dataset(): dataset = helper.generate_dataset() validator.validate_Dataset(dataset) + +def test_compare_float_equal_1(): + float_1 = 0.1 + 0.2 + float_2 = 0.3 + assert helper.compare_float_equal(float_1, float_2) + +def test_compare_float_equal_2(): + float_1 = 0.1 + 0.2 + float_2 = 0.30001 + assert not helper.compare_float_equal(float_1, float_2) + +def test_compare_float_1(): + float_1 = 0.1 + 0.2 + float_2 = 0.3 + assert helper.compare_float(float_1, float_2) == 0 + +def test_compare_float_2(): + float_1 = 0.1 + 0.2 + float_2 = 0.30001 + assert helper.compare_float(float_1, float_2) == -1 + +def test_compare_float_3(): + float_1 = 0.1 + 0.2 + float_2 = 0.29999 + assert helper.compare_float(float_1, float_2) == 1 + +def test_compare_unordered_list_equal_1(): + obj_1 = object() + obj_2 = object() + obj_3 = object() + list_1 = [obj_1, obj_2, obj_3, obj_1] + list_2 = [obj_3, obj_1, obj_1, obj_2] + assert helper.compare_unordered_list_equal(list_1, list_2) + assert list_1 == [obj_1, obj_2, obj_3, obj_1] + assert list_2 == [obj_3, obj_1, obj_1, obj_2] + +def test_compare_unordered_list_equal_2(): + obj_1 = object() + obj_2 = object() + obj_3 = object() + list_1 = [obj_1, obj_2, obj_3, obj_1] + list_2 = [obj_3, obj_1, obj_2, obj_2] + assert not helper.compare_unordered_list_equal(list_1, list_2) + assert list_1 == [obj_1, obj_2, obj_3, obj_1] + assert list_2 == [obj_3, obj_1, obj_2, obj_2] + +def test_compare_unordered_list_equal_3(): + obj_1 = object() + obj_2 = object() + obj_3 = object() + list_1 = [obj_1, obj_2, obj_3] + list_2 = [obj_3, obj_1, obj_3, obj_2] + assert not helper.compare_unordered_list_equal(list_1, list_2) + assert list_1 == [obj_1, obj_2, obj_3] + assert list_2 == [obj_3, obj_1, obj_3, obj_2] + +if __name__ == '__main__': + test_compare_unordered_list_equal_1() \ No newline at end of file diff --git a/test/test_loader.py b/test/test_loader.py index 3292c38..d8fee92 100644 --- a/test/test_loader.py +++ b/test/test_loader.py @@ -27,6 +27,14 @@ def test_save_load_image_array_2(): validator.validate_image_array(reloaded_image_array) assert (reloaded_image_array == image_array).all() +def test_save_load_image_array_3(): + image_array = helper.generate_image_array() + image = loader.save_image_array_temporary(image_array) + reloaded_image = loader.load_image(image.path) + reloaded_image_array = loader.load_image_array(reloaded_image) + validator.validate_image_array(reloaded_image_array) + assert (reloaded_image_array == image_array).all() + def test_load_patch_array(): image_array = np.array([ [[1, 2, 3], [2, 3, 4], [3, 4, 5]], From cff1435939b3671c6aa5e3a1e7f60f262f358590 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 11 Oct 2022 03:20:13 +0700 Subject: [PATCH 003/116] rename tests folder, add test, add coveragerc --- .coveragerc | 7 +++++++ {test => tests}/__init__.py | 0 {test => tests}/helper.py | 0 {test => tests}/integration_test.py | 2 -- {test => tests}/test_collections.py | 17 ++++++++++++++++- {test => tests}/test_functional.py | 2 +- {test => tests}/test_helper.py | 2 +- {test => tests}/test_loader.py | 2 +- 8 files changed, 26 insertions(+), 6 deletions(-) create mode 100644 .coveragerc rename {test => tests}/__init__.py (100%) rename {test => tests}/helper.py (100%) rename {test => tests}/integration_test.py (99%) rename {test => tests}/test_collections.py (89%) rename {test => tests}/test_functional.py (99%) rename {test => tests}/test_helper.py (99%) rename {test => tests}/test_loader.py (99%) diff --git a/.coveragerc b/.coveragerc new file mode 100644 index 0000000..fe14e1a --- /dev/null +++ b/.coveragerc @@ -0,0 +1,7 @@ +[run] +omit = + */site-packages/* + */dist-packages/* + */distutils/* + tests/* + patchmentation/utils/validator.py diff --git a/test/__init__.py b/tests/__init__.py similarity index 100% rename from test/__init__.py rename to tests/__init__.py diff --git a/test/helper.py b/tests/helper.py similarity index 100% rename from test/helper.py rename to tests/helper.py diff --git a/test/integration_test.py b/tests/integration_test.py similarity index 99% rename from test/integration_test.py rename to tests/integration_test.py index 4c39bdb..868abba 100644 --- a/test/integration_test.py +++ b/tests/integration_test.py @@ -5,8 +5,6 @@ from patchmentation.utils import loader from patchmentation import patch_augmentation -import pytest - SAMPLE_PATCHMENTATION_FOLDER_IMAGES = 'dataset/sample_patchmentation/source/obj_train_data/' SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS = 'dataset/sample_patchmentation/source/obj_train_data/' SAMPLE_PATCHMENTATION_FILE_NAMES = 'dataset/sample_patchmentation/source/obj.names' diff --git a/test/test_collections.py b/tests/test_collections.py similarity index 89% rename from test/test_collections.py rename to tests/test_collections.py index f6a690b..5a7855b 100644 --- a/test/test_collections.py +++ b/tests/test_collections.py @@ -2,7 +2,7 @@ sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset -from test import helper +from tests import helper def test_bbox(): xmin, xmax = helper.generate_x() @@ -18,6 +18,9 @@ def test_bbox(): # __iter__ assert (xmin, ymin, xmax, ymax) == tuple(bbox) + # summary + bbox.summary() + def test_image(): path = helper.generate_filename('.jpg') image = Image(path) @@ -25,6 +28,9 @@ def test_image(): # attribute assert image.path == path + # summary + image.summary() + def test_patch(): image = helper.generate_image() bbox = helper.generate_bbox() @@ -39,6 +45,9 @@ def test_patch(): # __iter__ assert (image, bbox, class_name) == tuple(patch) + # summary + patch.summary() + def test_imagePatch(): image = helper.generate_image() patches = helper.generate_patches(image) @@ -51,6 +60,9 @@ def test_imagePatch(): # __iter__ assert (image, patches) == tuple(imagePatch) + # summary + imagePatch.summary() + def test_dataset(): classes = helper.generate_classes() imagePatches = helper.generate_imagePatches(classes=classes) @@ -62,3 +74,6 @@ def test_dataset(): # __iter__ assert (imagePatches, classes) == tuple(dataset) + + # summary + dataset.summary() \ No newline at end of file diff --git a/test/test_functional.py b/tests/test_functional.py similarity index 99% rename from test/test_functional.py rename to tests/test_functional.py index df727cc..112b9e5 100644 --- a/test/test_functional.py +++ b/tests/test_functional.py @@ -4,7 +4,7 @@ from patchmentation.utils import functional as F from patchmentation.utils import validator from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset -from test import helper +from tests import helper import numpy as np import pytest diff --git a/test/test_helper.py b/tests/test_helper.py similarity index 99% rename from test/test_helper.py rename to tests/test_helper.py index 8148e14..e5efb48 100644 --- a/test/test_helper.py +++ b/tests/test_helper.py @@ -1,7 +1,7 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) -from test import helper +from tests import helper from patchmentation.utils import validator def test_generate_bbox_1(): diff --git a/test/test_loader.py b/tests/test_loader.py similarity index 99% rename from test/test_loader.py rename to tests/test_loader.py index d8fee92..6d75a80 100644 --- a/test/test_loader.py +++ b/tests/test_loader.py @@ -1,7 +1,7 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) -from test import helper +from tests import helper from patchmentation.utils import loader from patchmentation.utils import validator from patchmentation.collections import BBox From 512555502c443b141a42910e9ccfa1e2c40ea920 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 11 Oct 2022 03:30:48 +0700 Subject: [PATCH 004/116] disable warning for couldn't parse file --- .coveragerc | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.coveragerc b/.coveragerc index fe14e1a..e3aa98d 100644 --- a/.coveragerc +++ b/.coveragerc @@ -5,3 +5,5 @@ omit = */distutils/* tests/* patchmentation/utils/validator.py + +disable_warnings = couldnt-parse From 4cd943b576f2f497c5502f3284114a5c47f883e2 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 11 Oct 2022 03:31:01 +0700 Subject: [PATCH 005/116] add run_test.sh --- run_test.sh | 3 +++ 1 file changed, 3 insertions(+) create mode 100755 run_test.sh diff --git a/run_test.sh b/run_test.sh new file mode 100755 index 0000000..8e21e57 --- /dev/null +++ b/run_test.sh @@ -0,0 +1,3 @@ +#!/bin/bash +coverage run -m pytest +coverage html -i \ No newline at end of file From 55e8318702262297da3d8347fa6a043850b51122 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 11 Oct 2022 03:31:59 +0700 Subject: [PATCH 006/116] update run_test.sh --- run_test.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/run_test.sh b/run_test.sh index 8e21e57..a29e5e4 100755 --- a/run_test.sh +++ b/run_test.sh @@ -1,3 +1,3 @@ #!/bin/bash -coverage run -m pytest -coverage html -i \ No newline at end of file +coverage run -m pytest -v +coverage html -i From 48590c46d7ef78feffd41952ff8ef258df38f4f6 Mon Sep 17 00:00:00 2001 From: William Justin Date: Wed, 12 Oct 2022 21:51:55 +0700 Subject: [PATCH 007/116] requirements.txt --- requirements.txt | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 requirements.txt diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..d2042b9 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,5 @@ +matplotlib>=3.5.3 +numpy>=1.23.1 +opencv-python>=4.6.0.66 +typing-extensions>=4.3.0 +pytest>=7.1.3 From 1d47d184e87cb3b90b401f0d8aa97372dac5b359 Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Wed, 12 Oct 2022 22:06:01 +0700 Subject: [PATCH 008/116] Create python-app.yml --- .github/workflows/python-app.yml | 41 ++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) create mode 100644 .github/workflows/python-app.yml diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml new file mode 100644 index 0000000..e45ea6e --- /dev/null +++ b/.github/workflows/python-app.yml @@ -0,0 +1,41 @@ +# This workflow will install Python dependencies, run tests and lint with a single version of Python +# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions + +name: Python application + +on: + push: + branches: + - '**' + pull_request: + branches: + - '**' + +permissions: + contents: read + +jobs: + build: + + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v3 + - name: Set up Python 3.10 + uses: actions/setup-python@v3 + with: + python-version: "3.10" + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install flake8 pytest + if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + - name: Lint with flake8 + run: | + # stop the build if there are Python syntax errors or undefined names + flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + - name: Run test + run: | + ./run_test.sh From bc9c91d0c5d4beb3bdaf999f1b49726927820d3e Mon Sep 17 00:00:00 2001 From: William Justin Date: Wed, 12 Oct 2022 22:14:45 +0700 Subject: [PATCH 009/116] add requirements --- requirements.txt | 3 +++ 1 file changed, 3 insertions(+) diff --git a/requirements.txt b/requirements.txt index d2042b9..a7f6ad8 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,4 +2,7 @@ matplotlib>=3.5.3 numpy>=1.23.1 opencv-python>=4.6.0.66 typing-extensions>=4.3.0 + +# testing tools pytest>=7.1.3 +coverage>=6.5.0 From f9f2457d276d8dc7fb180de101ad1c3c0458e92a Mon Sep 17 00:00:00 2001 From: William Justin Date: Wed, 12 Oct 2022 22:18:35 +0700 Subject: [PATCH 010/116] this build should failed --- tests/test_functional.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/tests/test_functional.py b/tests/test_functional.py index 112b9e5..bf03ccf 100644 --- a/tests/test_functional.py +++ b/tests/test_functional.py @@ -507,3 +507,6 @@ def test_place_image_array_3(): def test_display_image_array(): image_array = helper.generate_image_array(10, 20) F.display_image_array(image_array, block=False) + +def test_dummy(): + assert 1 == 2 \ No newline at end of file From b4f8030b30a4144a85ffb360f3fabc2dafd91746 Mon Sep 17 00:00:00 2001 From: William Justin Date: Wed, 12 Oct 2022 22:22:10 +0700 Subject: [PATCH 011/116] this build should failed --- .github/workflows/python-app.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml index e45ea6e..fe4123b 100644 --- a/.github/workflows/python-app.yml +++ b/.github/workflows/python-app.yml @@ -38,4 +38,4 @@ jobs: flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - name: Run test run: | - ./run_test.sh + pytest -v From db79f045a0a8cb691967d287f637d7254148dfb1 Mon Sep 17 00:00:00 2001 From: William Justin Date: Wed, 12 Oct 2022 22:24:26 +0700 Subject: [PATCH 012/116] this tests have warnings --- tests/test_functional.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/tests/test_functional.py b/tests/test_functional.py index bf03ccf..e17a4dc 100644 --- a/tests/test_functional.py +++ b/tests/test_functional.py @@ -503,10 +503,6 @@ def test_place_image_array_3(): assert (image_array == expected_image_array).all() assert actual_bbox == expected_bbox -@pytest.mark.filterwarnings('error') def test_display_image_array(): image_array = helper.generate_image_array(10, 20) F.display_image_array(image_array, block=False) - -def test_dummy(): - assert 1 == 2 \ No newline at end of file From 242531706bf172470d5119840fba6d30e73395ef Mon Sep 17 00:00:00 2001 From: William Justin Date: Wed, 12 Oct 2022 22:28:43 +0700 Subject: [PATCH 013/116] cleaning up --- tests/test_functional.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/test_functional.py b/tests/test_functional.py index e17a4dc..112b9e5 100644 --- a/tests/test_functional.py +++ b/tests/test_functional.py @@ -503,6 +503,7 @@ def test_place_image_array_3(): assert (image_array == expected_image_array).all() assert actual_bbox == expected_bbox +@pytest.mark.filterwarnings('error') def test_display_image_array(): image_array = helper.generate_image_array(10, 20) F.display_image_array(image_array, block=False) From 2e6110cb5fa1420e63a30862f246430a026a2d03 Mon Sep 17 00:00:00 2001 From: William Justin Date: Wed, 12 Oct 2022 22:47:51 +0700 Subject: [PATCH 014/116] add coverage report --- run_test.sh | 1 + 1 file changed, 1 insertion(+) diff --git a/run_test.sh b/run_test.sh index a29e5e4..9abdd08 100755 --- a/run_test.sh +++ b/run_test.sh @@ -1,3 +1,4 @@ #!/bin/bash coverage run -m pytest -v +coverage report -i coverage html -i From b6254eed8f74b4940e4ed9874ae89be3a1605e3f Mon Sep 17 00:00:00 2001 From: William Justin Date: Wed, 12 Oct 2022 23:24:57 +0700 Subject: [PATCH 015/116] add image credits --- dataset/README.md | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 dataset/README.md diff --git a/dataset/README.md b/dataset/README.md new file mode 100644 index 0000000..6f2803f --- /dev/null +++ b/dataset/README.md @@ -0,0 +1,5 @@ +# About Dataset + +All images on this dataset directory is originated from [Unsplash](https://unsplash.com/) and sampled using [Unsample](https://unsample.net/). Then, all images are scaled, compressed using [iLoveIMG](https://www.iloveimg.com/compress-image/compress-jpg), annotated, and exported using [CVAT](https://app.cvat.ai/). + +All images in this directory belong to their respective owners and I or the collaborators does not claim any right over them. From 616fb63f660fa214132cdb1b90cdfdd414499916 Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 13 Oct 2022 22:33:00 +0700 Subject: [PATCH 016/116] add functional to convert BGR2RGB --- patchmentation/utils/functional.py | 5 ++++- tests/test_functional.py | 12 ++++++++++++ 2 files changed, 16 insertions(+), 1 deletion(-) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index 2c8f2b5..c1dec5e 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -143,6 +143,9 @@ def place_image_array(patch_array: np.ndarray, image_array: np.ndarray, bbox: BB return BBox(image_xmin, image_ymin, image_xmax, image_ymax) def display_image_array(image_array: np.ndarray, block: bool = True) -> None: - image_array = cv2.cvtColor(image_array, cv2.COLOR_BGR2RGB) + image_array = convert_BGR2RGB(image_array) plt.imshow(image_array) plt.show(block=block) + +def convert_BGR2RGB(image_array: np.ndarray) -> np.ndarray: + return cv2.cvtColor(image_array, cv2.COLOR_BGR2RGB) diff --git a/tests/test_functional.py b/tests/test_functional.py index 112b9e5..2129292 100644 --- a/tests/test_functional.py +++ b/tests/test_functional.py @@ -507,3 +507,15 @@ def test_place_image_array_3(): def test_display_image_array(): image_array = helper.generate_image_array(10, 20) F.display_image_array(image_array, block=False) + +def test_convert_BGR2RGB(): + image_array = np.array([ + [[1, 2, 3], [4, 5, 6], [7, 8, 9]], + [[10, 11, 12], [13, 14, 15], [16, 17, 18]] + ], 'uint8') + actual_image_array = F.convert_BGR2RGB(image_array) + expected_imagea_array = np.array([ + [[3, 2, 1], [6, 5, 4], [9, 8, 7]], + [[12, 11, 10], [15, 14, 13], [18, 17, 16]] + ], 'uint8') + assert (actual_image_array == expected_imagea_array).all() \ No newline at end of file From f71ef205ee5f575c9c0fd2c9aa4a0129d20b116d Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Thu, 13 Oct 2022 22:37:35 +0700 Subject: [PATCH 017/116] Update README.md --- dataset/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dataset/README.md b/dataset/README.md index 6f2803f..7377429 100644 --- a/dataset/README.md +++ b/dataset/README.md @@ -2,4 +2,4 @@ All images on this dataset directory is originated from [Unsplash](https://unsplash.com/) and sampled using [Unsample](https://unsample.net/). Then, all images are scaled, compressed using [iLoveIMG](https://www.iloveimg.com/compress-image/compress-jpg), annotated, and exported using [CVAT](https://app.cvat.ai/). -All images in this directory belong to their respective owners and I or the collaborators does not claim any right over them. +License: https://unsplash.com/license From c613fcca59bef90cc3427eda03e1883bb61708a3 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 14 Oct 2022 00:38:00 +0700 Subject: [PATCH 018/116] add visualization with streamlit --- requirements.txt | 3 ++ streamlit/app.py | 73 ++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 76 insertions(+) create mode 100644 streamlit/app.py diff --git a/requirements.txt b/requirements.txt index a7f6ad8..804c979 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,3 +6,6 @@ typing-extensions>=4.3.0 # testing tools pytest>=7.1.3 coverage>=6.5.0 + +# dev tools +streamlit==1.13.0 diff --git a/streamlit/app.py b/streamlit/app.py new file mode 100644 index 0000000..97783bf --- /dev/null +++ b/streamlit/app.py @@ -0,0 +1,73 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +from patchmentation.utils import loader +from patchmentation.utils import functional as F +from patchmentation import patch_augmentation + +import os +import streamlit as st + +SAMPLE_PATCHMENTATION = 'dataset/sample_patchmentation/' +SAMPLE_PATCHMENTATION_BACKGROUND = os.path.join(SAMPLE_PATCHMENTATION, 'background/background_1.jpg') +SAMPLE_PATCHMENTATION_YOLO_IMAGES = os.path.join(SAMPLE_PATCHMENTATION, 'source/obj_train_data/') +SAMPLE_PATCHMENTATION_YOLO_ANNOTATIONS = os.path.join(SAMPLE_PATCHMENTATION, 'source/obj_train_data/') +SAMPLE_PATCHMENTATION_YOLO_NAMES = os.path.join(SAMPLE_PATCHMENTATION, 'source/obj.names') + +DATASET_FORMAT_YOLO = 'YOLO' +DATASET_FORMAT_COCO = 'COCO' +DATASET_FORMAT_PASCAL_VOC = 'Pascal VOC' + +def section_dataset(): + st.subheader('Dataset') + dataset_format = st.selectbox('Dataset Format', (DATASET_FORMAT_YOLO, DATASET_FORMAT_COCO, DATASET_FORMAT_PASCAL_VOC)) + + if dataset_format == DATASET_FORMAT_YOLO: + folder_images = st.text_input('Path to YOLO Images', SAMPLE_PATCHMENTATION_YOLO_IMAGES) + folder_annotations = st.text_input('Path to YOLO Annotations', SAMPLE_PATCHMENTATION_YOLO_ANNOTATIONS) + file_names = st.text_input('Path to YOLO Names', SAMPLE_PATCHMENTATION_YOLO_NAMES) + return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) + + if dataset_format == DATASET_FORMAT_COCO: + st.write('Not implemented yet.') + return None + + if dataset_format == DATASET_FORMAT_PASCAL_VOC: + st.write('Not implemented yet.') + return None + +def section_background_image(): + st.subheader('Background Image') + file_background = st.text_input('Path to Background Image', SAMPLE_PATCHMENTATION_BACKGROUND) + return loader.load_image(file_background) + +def section_patch_augmentation(dataset, background_image): + st.subheader('Configruation') + cols = st.columns([2, 1, 1]) + with cols[0]: + visibility_threshold = st.number_input('Visibility Threshold', min_value=0.0, max_value=1.0, value=0.5, step=0.05) + with cols[1]: + min_scale_range = st.number_input('Min. Scale Range', min_value=0.0, max_value=1.0, value=0.5, step=0.05) + with cols[2]: + max_scale_range = st.number_input('Max. Scale Range', min_value=0.0, max_value=1.0, value=1.0, step=0.05) + + patches = [] + for imagePatch in dataset.imagePatches: + patches += imagePatch.patches + return patch_augmentation(patches, background_image, visibility_threshold, scale_range=(min_scale_range, max_scale_range)) + +def section_display_result(result): + st.subheader('Result') + image = result.image + image = loader.load_image_array(image) + image = F.convert_BGR2RGB(image) + st.image(image, use_column_width='always') + +def main(): + dataset = section_dataset() + background_image = section_background_image() + results = section_patch_augmentation(dataset, background_image) + section_display_result(results) + +if __name__ == '__main__': + main() From b7db34b4039229ababf14b78e2b96e2f76097725 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sat, 15 Oct 2022 14:24:46 +0700 Subject: [PATCH 019/116] add streamlit extra component --- requirements.txt | 3 ++- streamlit/app.py | 24 +++++++++++++++--------- 2 files changed, 17 insertions(+), 10 deletions(-) diff --git a/requirements.txt b/requirements.txt index 804c979..9c0f73e 100644 --- a/requirements.txt +++ b/requirements.txt @@ -7,5 +7,6 @@ typing-extensions>=4.3.0 pytest>=7.1.3 coverage>=6.5.0 -# dev tools +# streamlit tools streamlit==1.13.0 +extra-streamlit-components==0.1.56 diff --git a/streamlit/app.py b/streamlit/app.py index 97783bf..56e3c8c 100644 --- a/streamlit/app.py +++ b/streamlit/app.py @@ -7,6 +7,7 @@ import os import streamlit as st +import extra_streamlit_components as stx SAMPLE_PATCHMENTATION = 'dataset/sample_patchmentation/' SAMPLE_PATCHMENTATION_BACKGROUND = os.path.join(SAMPLE_PATCHMENTATION, 'background/background_1.jpg') @@ -20,21 +21,26 @@ def section_dataset(): st.subheader('Dataset') - dataset_format = st.selectbox('Dataset Format', (DATASET_FORMAT_YOLO, DATASET_FORMAT_COCO, DATASET_FORMAT_PASCAL_VOC)) - - if dataset_format == DATASET_FORMAT_YOLO: + + tab = stx.tab_bar(data=[ + stx.TabBarItemData(id=DATASET_FORMAT_YOLO, title=DATASET_FORMAT_YOLO, description=None), + stx.TabBarItemData(id=DATASET_FORMAT_COCO, title=DATASET_FORMAT_COCO, description=None), + stx.TabBarItemData(id=DATASET_FORMAT_PASCAL_VOC, title=DATASET_FORMAT_PASCAL_VOC, description=None) + ]) + + if tab == DATASET_FORMAT_YOLO: folder_images = st.text_input('Path to YOLO Images', SAMPLE_PATCHMENTATION_YOLO_IMAGES) folder_annotations = st.text_input('Path to YOLO Annotations', SAMPLE_PATCHMENTATION_YOLO_ANNOTATIONS) file_names = st.text_input('Path to YOLO Names', SAMPLE_PATCHMENTATION_YOLO_NAMES) return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) - - if dataset_format == DATASET_FORMAT_COCO: + + if tab == DATASET_FORMAT_COCO: st.write('Not implemented yet.') - return None - if dataset_format == DATASET_FORMAT_PASCAL_VOC: + if tab == DATASET_FORMAT_PASCAL_VOC: st.write('Not implemented yet.') - return None + + return None def section_background_image(): st.subheader('Background Image') @@ -62,7 +68,7 @@ def section_display_result(result): image = loader.load_image_array(image) image = F.convert_BGR2RGB(image) st.image(image, use_column_width='always') - + def main(): dataset = section_dataset() background_image = section_background_image() From 7c3633ec5779b4595552193d9896044e56fa5488 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sat, 15 Oct 2022 14:58:07 +0700 Subject: [PATCH 020/116] add draw patch --- patchmentation/utils/functional.py | 8 +++++++- patchmentation/utils/loader.py | 7 +++++++ streamlit/app.py | 5 ++--- 3 files changed, 16 insertions(+), 4 deletions(-) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index c1dec5e..b09ca2e 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -1,4 +1,4 @@ -from patchmentation.collections import BBox, Patch +from patchmentation.collections import BBox, Image, Patch, ImagePatch import numpy as np import cv2 @@ -149,3 +149,9 @@ def display_image_array(image_array: np.ndarray, block: bool = True) -> None: def convert_BGR2RGB(image_array: np.ndarray) -> np.ndarray: return cv2.cvtColor(image_array, cv2.COLOR_BGR2RGB) + +def draw_patch(image_array: np.ndarray, bbox: BBox, class_name: str = None, color: Tuple[int, int, int] = (255, 0, 0), thickness: int = 1, fontScale: int = 1, ) -> np.ndarray: + xmin, ymin, xmax, ymax = bbox + image_array = cv2.rectangle(image_array, (xmin, ymin), (xmax, ymax), color, thickness) + image_array = cv2.putText(image_array, class_name, (xmin, ymin), cv2.FONT_HERSHEY_SIMPLEX, fontScale, color, thickness) + return image_array diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index 48a824f..d43aed0 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -1,4 +1,5 @@ from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset +from patchmentation.utils.functional import draw_patch import os import cv2 @@ -21,6 +22,12 @@ def load_patch_array(image: Image, bbox: BBox) -> np.ndarray: patch_array = image_array[ymin:ymax, xmin:xmax] return patch_array +def load_imagePatch_array(imagePatch: ImagePatch) -> np.ndarray: + image_array = load_image_array(imagePatch.image) + for patch in imagePatch.patches: + image_array = draw_patch(image_array, patch.bbox, patch.class_name) + return image_array + def load_image(path: str) -> Image: return Image(path) diff --git a/streamlit/app.py b/streamlit/app.py index 56e3c8c..d3349c2 100644 --- a/streamlit/app.py +++ b/streamlit/app.py @@ -64,11 +64,10 @@ def section_patch_augmentation(dataset, background_image): def section_display_result(result): st.subheader('Result') - image = result.image - image = loader.load_image_array(image) + image = loader.load_imagePatch_array(result) image = F.convert_BGR2RGB(image) st.image(image, use_column_width='always') - + def main(): dataset = section_dataset() background_image = section_background_image() From 544747935cffb83da4ffabf8eef1fc6d1f2df5d3 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 16 Oct 2022 02:41:41 +0700 Subject: [PATCH 021/116] restructure --- patchmentation/collections/Image.py | 12 -- patchmentation/collections/ImagePatch.py | 19 --- patchmentation/collections/Patch.py | 20 --- patchmentation/collections/__init__.py | 10 +- .../collections/{BBox.py => bbox.py} | 13 +- .../collections/{Dataset.py => dataset.py} | 12 +- patchmentation/collections/image.py | 28 ++++ patchmentation/collections/image_patch.py | 39 +++++ patchmentation/collections/patch.py | 28 ++++ patchmentation/patchmentation.py | 17 ++- patchmentation/utils/functional.py | 36 ++--- patchmentation/utils/loader.py | 44 +++--- patchmentation/utils/validator.py | 134 +++++++++++------- streamlit/app.py | 35 +++-- tests/helper.py | 80 ++++++----- tests/integration_test.py | 13 +- tests/test_collections.py | 79 ----------- tests/test_collections/test_bbox.py | 73 ++++++++++ tests/test_collections/test_dataset.py | 14 ++ tests/test_collections/test_image.py | 19 +++ tests/test_collections/test_image_patch.py | 20 +++ tests/test_collections/test_patch.py | 28 ++++ tests/test_functional.py | 108 ++++++-------- tests/test_helper.py | 20 +-- tests/test_loader.py | 20 +-- 25 files changed, 508 insertions(+), 413 deletions(-) delete mode 100644 patchmentation/collections/Image.py delete mode 100644 patchmentation/collections/ImagePatch.py delete mode 100644 patchmentation/collections/Patch.py rename patchmentation/collections/{BBox.py => bbox.py} (52%) rename patchmentation/collections/{Dataset.py => dataset.py} (53%) create mode 100644 patchmentation/collections/image.py create mode 100644 patchmentation/collections/image_patch.py create mode 100644 patchmentation/collections/patch.py delete mode 100644 tests/test_collections.py create mode 100644 tests/test_collections/test_bbox.py create mode 100644 tests/test_collections/test_dataset.py create mode 100644 tests/test_collections/test_image.py create mode 100644 tests/test_collections/test_image_patch.py create mode 100644 tests/test_collections/test_patch.py diff --git a/patchmentation/collections/Image.py b/patchmentation/collections/Image.py deleted file mode 100644 index 396215d..0000000 --- a/patchmentation/collections/Image.py +++ /dev/null @@ -1,12 +0,0 @@ -import numpy as np -from dataclasses import dataclass - -@dataclass -class Image: - path: str - - def summary(self): - print( - f'Image path: {self.path}\n' - ) - diff --git a/patchmentation/collections/ImagePatch.py b/patchmentation/collections/ImagePatch.py deleted file mode 100644 index a8ffed7..0000000 --- a/patchmentation/collections/ImagePatch.py +++ /dev/null @@ -1,19 +0,0 @@ -from .Patch import Patch -from .Image import Image - -from dataclasses import dataclass -from typing import List - -@dataclass -class ImagePatch: - image: Image - patches: List[Patch] - - def __iter__(self): - return iter((self.image, self.patches)) - - def summary(self): - print( - f'Image: {self.image}\n' - f'Number of patches: {len(self.patches)}\n' - ) diff --git a/patchmentation/collections/Patch.py b/patchmentation/collections/Patch.py deleted file mode 100644 index bfb1f03..0000000 --- a/patchmentation/collections/Patch.py +++ /dev/null @@ -1,20 +0,0 @@ -from .BBox import BBox -from .Image import Image - -from dataclasses import dataclass - -@dataclass -class Patch: - image: Image - bbox: BBox - class_name: str = None - - def __iter__(self): - return iter((self.image, self.bbox, self.class_name)) - - def summary(self): - print( - f'Image: {self.image}\n' - f'bbox: {self.bbox}\n' - f'class_name : {self.class_name}\n' - ) diff --git a/patchmentation/collections/__init__.py b/patchmentation/collections/__init__.py index 2b018dd..4c37d50 100644 --- a/patchmentation/collections/__init__.py +++ b/patchmentation/collections/__init__.py @@ -1,5 +1,5 @@ -from .BBox import BBox -from .Image import Image -from .Patch import Patch -from .ImagePatch import ImagePatch -from .Dataset import Dataset \ No newline at end of file +from .bbox import BBox +from .image import Image +from .patch import Patch +from .image_patch import ImagePatch +from .dataset import Dataset \ No newline at end of file diff --git a/patchmentation/collections/BBox.py b/patchmentation/collections/bbox.py similarity index 52% rename from patchmentation/collections/BBox.py rename to patchmentation/collections/bbox.py index 83d8a1b..a3ec4df 100644 --- a/patchmentation/collections/BBox.py +++ b/patchmentation/collections/bbox.py @@ -1,3 +1,4 @@ +from typing import Tuple from dataclasses import dataclass @dataclass @@ -7,10 +8,10 @@ class BBox: xmax: int ymax: int - def __iter__(self): + def __iter__(self) -> Tuple[int, int, int, int]: return iter((self.xmin, self.ymin, self.xmax, self.ymax)) - def summary(self): + def summary(self) -> None: print( f'xmin: {self.xmin}\n' f'ymin: {self.ymin}\n' @@ -18,3 +19,11 @@ def summary(self): f'ymax: {self.ymax}\n' ) + def width(self) -> int: + return self.xmax - self.xmin + + def height(self) -> int: + return self.ymax - self.ymin + + def area(self) -> int: + return self.width() * self.height() diff --git a/patchmentation/collections/Dataset.py b/patchmentation/collections/dataset.py similarity index 53% rename from patchmentation/collections/Dataset.py rename to patchmentation/collections/dataset.py index bbc8bea..98af6c8 100644 --- a/patchmentation/collections/Dataset.py +++ b/patchmentation/collections/dataset.py @@ -1,19 +1,19 @@ -from .ImagePatch import ImagePatch +from .image_patch import ImagePatch -from dataclasses import dataclass from typing import List -from pprint import pprint +from dataclasses import dataclass @dataclass class Dataset: - imagePatches: List[ImagePatch] + image_patches: List[ImagePatch] classes: List[str] def __iter__(self): - return iter((self.imagePatches, self.classes)) + return iter((self.image_patches, self.classes)) def summary(self): print( - f'Number of images: {len(self.imagePatches)}\n' + f'Number of images: {len(self.image_patches)}\n' f'Number of classes: {len(self.classes)}\n' ) + \ No newline at end of file diff --git a/patchmentation/collections/image.py b/patchmentation/collections/image.py new file mode 100644 index 0000000..961bf8f --- /dev/null +++ b/patchmentation/collections/image.py @@ -0,0 +1,28 @@ +import cv2 +import numpy as np +from typing import Tuple +from dataclasses import dataclass + +@dataclass +class Image: + path: str + + def summary(self) -> None: + print( + f'image path: {self.path}\n' + ) + + def image_array(self) -> np.ndarray: + return cv2.imread(self.path) + + def shape(self) -> Tuple[int, int, int]: + return self.image_array().shape + + def width(self): + return self.shape()[1] + + def height(self): + return self.shape()[0] + + def channel(self): + return self.shape()[2] diff --git a/patchmentation/collections/image_patch.py b/patchmentation/collections/image_patch.py new file mode 100644 index 0000000..a22375a --- /dev/null +++ b/patchmentation/collections/image_patch.py @@ -0,0 +1,39 @@ +from .patch import Patch +from .image import Image + +import cv2 +import numpy as np +from typing import List, Tuple +from dataclasses import dataclass + +@dataclass +class ImagePatch: + image: Image + patches: List[Patch] + + def __iter__(self) -> Tuple[Image, List[Patch]]: + return iter((self.image, self.patches)) + + def summary(self) -> None: + print( + f'Image: {self.image}\n' + f'Number of patches: {len(self.patches)}\n' + ) + + def image_array(self, **kwargs) -> np.ndarray: + rectangle_color = kwargs.get('rectangle_color', (255, 0, 0)) + rectangle_thickness = kwargs.get('rectangle_thickness', 1) + font = kwargs.get('font', cv2.FONT_HERSHEY_SIMPLEX) + font_scale = kwargs.get('font_scale', 0.5) + font_color = kwargs.get('font_color', rectangle_color) + line_thickness = kwargs.get('line_thickness', 1) + line_type = kwargs.get('line_type', cv2.LINE_8) + + array = self.image.image_array() + for patch in self.patches: + xmin, ymin, xmax, ymax = patch.bbox + class_name = patch.class_name + array = cv2.rectangle(array, (xmin, ymin), (xmax, ymax), rectangle_color, rectangle_thickness) + array = cv2.putText(array, class_name, (xmin, ymin), font, font_scale, font_color, line_thickness, line_type) + return array + diff --git a/patchmentation/collections/patch.py b/patchmentation/collections/patch.py new file mode 100644 index 0000000..aa2bf2a --- /dev/null +++ b/patchmentation/collections/patch.py @@ -0,0 +1,28 @@ +from .bbox import BBox +from .image import Image + +import numpy as np +from typing import Tuple +from dataclasses import dataclass + +@dataclass +class Patch: + image: Image + bbox: BBox + class_name: str = None + + def __iter__(self) -> Tuple[Image, BBox, str]: + return iter((self.image, self.bbox, self.class_name)) + + def summary(self) -> None: + print( + f'Image: {self.image}\n' + f'bbox: {self.bbox}\n' + f'class_name : {self.class_name}\n' + ) + + def image_array(self) -> np.ndarray: + from patchmentation.utils import functional as F + array = self.image.image_array() + array = F.crop_image_array(array, self.bbox) + return array diff --git a/patchmentation/patchmentation.py b/patchmentation/patchmentation.py index 9d6a392..baa4b65 100644 --- a/patchmentation/patchmentation.py +++ b/patchmentation/patchmentation.py @@ -16,8 +16,8 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi ATTR_TARGET_BBOX = 'target_bbox' for patch in patches: - width = F.calculate_width(patch.bbox) - height = F.calculate_height(patch.bbox) + width = patch.bbox.width() + height = patch.bbox.height() xmin = random.randint(0, background_image_width - 1) ymin = random.randint(0, background_image_height - 1) xmax = xmin + width @@ -31,16 +31,15 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi scaled_bbox = F.scale_bbox(bbox, scale) setattr(patch, ATTR_TARGET_BBOX, scaled_bbox) - INF = float('inf') - result_patches = F.visibility_suppression( + patches = F.visibility_suppression( patches=patches, visibility_threshold=visibility_threshold, non_removal_patches=[ Patch(None, BBox(-INF, -INF, 0, INF), None), Patch(None, BBox(-INF, -INF, INF, 0), None), - Patch(None, BBox(width + 1, -INF, INF, INF), None), - Patch(None, BBox(-INF, height + 1, INF, INF), None), + Patch(None, BBox(background_image_width + 1, -INF, INF, INF), None), + Patch(None, BBox(-INF, background_image_height + 1, INF, INF), None), ], attr_bbox=ATTR_TARGET_BBOX, attr_non_removal_patches_bbox='bbox' @@ -50,10 +49,10 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi result_patches: List[Patch] = [] for patch in patches: target_bbox = getattr(patch, ATTR_TARGET_BBOX) - width = F.calculate_width(target_bbox) - height = F.calculate_height(target_bbox) + width = target_bbox.width() + height = target_bbox.height() - patch_array = loader.load_patch_array(patch.image, patch.bbox) + patch_array = patch.image_array() patch_array = F.resize_image_array(patch_array, width, height) result_bbox = F.place_image_array(patch_array, result_image_array, target_bbox) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index b09ca2e..fe9b625 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -5,15 +5,6 @@ import matplotlib.pyplot as plt from typing import List, Tuple -def calculate_width(bbox: BBox) -> int: - return bbox.xmax - bbox.xmin - -def calculate_height(bbox: BBox) -> int: - return bbox.ymax - bbox.ymin - -def calculate_area(bbox: BBox) -> int: - return calculate_width(bbox) * calculate_height(bbox) - def intersection(bbox_1: BBox, bbox_2: BBox) -> BBox: xmin = max(bbox_1.xmin, bbox_2.xmin) ymin = max(bbox_1.ymin, bbox_2.ymin) @@ -22,13 +13,12 @@ def intersection(bbox_1: BBox, bbox_2: BBox) -> BBox: if xmin > xmax or ymin > ymax: return BBox(0, 0, 0, 0) - return BBox(xmin, ymin, xmax, ymax) def intersection_over_union(bbox_1: BBox, bbox_2: BBox) -> float: bbox_intersection = intersection(bbox_1, bbox_2) - intersection_area = calculate_area(bbox_intersection) - union_area = calculate_area(bbox_1) + calculate_area(bbox_2) - intersection_area + intersection_area = bbox_intersection.area() + union_area = bbox_1.area() + bbox_2.area() - intersection_area if union_area == 0 and intersection_area == 0: return 0 return intersection_area / union_area @@ -44,21 +34,17 @@ def scale_dimension(width: int, height: int, scale: float) -> Tuple[int, int]: return scaled_width, scaled_height def scale_bbox(bbox: BBox, scale: float) -> BBox: - width = calculate_width(bbox) - height = calculate_height(bbox) + width = bbox.width() + height = bbox.height() scaled_width, scaled_height = scale_dimension(width, height, scale) xmin, ymin, _, _ = bbox xmax = xmin + scaled_width ymax = ymin + scaled_height return BBox(xmin, ymin, xmax, ymax) -def visibility_suppression( - patches: List[Patch], - visibility_threshold: float, - non_removal_patches: List[Patch] = None, - attr_bbox: str = 'bbox', - attr_non_removal_patches_bbox: str = 'bbox' - ) -> List[Patch]: +def visibility_suppression(patches: List[Patch], visibility_threshold: float, non_removal_patches: List[Patch] = None, **kwargs) -> List[Patch]: + attr_bbox = kwargs.get('attr_bbox', 'bbox') + attr_non_removal_patches_bbox = kwargs.get('attr_non_removal_patches_bbox', 'bbox') min_x, min_y, max_x, max_y = getattr(patches[0], attr_bbox) for patch in patches: @@ -83,7 +69,7 @@ def visibility_suppression( ymin -= min_y ymax -= min_y grid[ymin:ymax, xmin:xmax] = i - total_area[i] = calculate_area(getattr(patch, attr_bbox)) + total_area[i] = getattr(patch, attr_bbox).area() if non_removal_patches is not None: for patch in non_removal_patches: @@ -150,8 +136,6 @@ def display_image_array(image_array: np.ndarray, block: bool = True) -> None: def convert_BGR2RGB(image_array: np.ndarray) -> np.ndarray: return cv2.cvtColor(image_array, cv2.COLOR_BGR2RGB) -def draw_patch(image_array: np.ndarray, bbox: BBox, class_name: str = None, color: Tuple[int, int, int] = (255, 0, 0), thickness: int = 1, fontScale: int = 1, ) -> np.ndarray: +def crop_image_array(image_array: np.ndarray, bbox: BBox) -> np.ndarray: xmin, ymin, xmax, ymax = bbox - image_array = cv2.rectangle(image_array, (xmin, ymin), (xmax, ymax), color, thickness) - image_array = cv2.putText(image_array, class_name, (xmin, ymin), cv2.FONT_HERSHEY_SIMPLEX, fontScale, color, thickness) - return image_array + return image_array[ymin:ymax, xmin:xmax] \ No newline at end of file diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index d43aed0..91d4fc9 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -1,5 +1,4 @@ from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset -from patchmentation.utils.functional import draw_patch import os import cv2 @@ -10,32 +9,21 @@ temporary_folder = tempfile.TemporaryDirectory() ATTR_TEMPORARY_FILE = 'temporary_file' -def load_image_array(path: Union[str, Image]) -> np.ndarray: - if isinstance(path, Image): - path = path.path - image_array = cv2.imread(path) - return image_array +def load_image_array(image: Union[str, Image, ImagePatch]) -> np.ndarray: + if isinstance(image, str): + return Image(image).image_array() + if isinstance(image, (Image, ImagePatch)): + return image.image_array() + raise TypeError -def load_patch_array(image: Image, bbox: BBox) -> np.ndarray: - image_array = load_image_array(image) - xmin, ymin, xmax, ymax = bbox - patch_array = image_array[ymin:ymax, xmin:xmax] - return patch_array - -def load_imagePatch_array(imagePatch: ImagePatch) -> np.ndarray: - image_array = load_image_array(imagePatch.image) - for patch in imagePatch.patches: - image_array = draw_patch(image_array, patch.bbox, patch.class_name) - return image_array - def load_image(path: str) -> Image: return Image(path) -def save_image_array(image_array: np.array, path: str) -> Image: +def save_image_array(image_array: np.ndarray, path: str) -> Image: cv2.imwrite(path, image_array) return Image(path) -def save_image_array_temporary(image_array: np.array) -> Image: +def save_image_array_temporary(image_array: np.ndarray) -> Image: temporary_file = tempfile.NamedTemporaryFile(suffix='.png', dir=temporary_folder.name) path = temporary_file.name image = save_image_array(image_array, path) @@ -44,8 +32,8 @@ def save_image_array_temporary(image_array: np.array) -> Image: def load_yolo_dataset(folder_images: str, folder_annotations: str, file_names: str) -> Dataset: classes = load_yolo_names(file_names) - imagePatches = load_yolo_imagePatches(folder_images, folder_annotations, classes) - dataset = Dataset(imagePatches, classes) + image_patches = load_yolo_image_patches(folder_images, folder_annotations, classes) + dataset = Dataset(image_patches, classes) return dataset def load_yolo_names(file_names: str) -> List[str]: @@ -59,8 +47,8 @@ def load_yolo_names(file_names: str) -> List[str]: classes.append(class_name) return classes -def load_yolo_imagePatches(folder_images: str, folder_annotations: str, classes: List[str]) -> List[ImagePatch]: - imagePatches = [] +def load_yolo_image_patches(folder_images: str, folder_annotations: str, classes: List[str]) -> List[ImagePatch]: + image_patches = [] for file_name in os.listdir(folder_images): if file_name.startswith('.'): continue if not(file_name.endswith(('.jpg', '.png'))): continue @@ -68,12 +56,12 @@ def load_yolo_imagePatches(folder_images: str, folder_annotations: str, classes: file_annotation = os.path.join(folder_annotations, file_name[:-4] + '.txt') image = Image(file_image) patches = load_yolo_patches(image, file_annotation, classes) - imagePatch = ImagePatch(image, patches) - imagePatches.append(imagePatch) - return imagePatches + image_patch = ImagePatch(image, patches) + image_patches.append(image_patch) + return image_patches def load_yolo_patches(image: Image, file_annotation: str, classes: List[str]) -> List[ImagePatch]: - image_height, image_width, _ = load_image_array(image).shape + image_height, image_width, _ = image.image_array().shape patches = [] with open(file_annotation, 'r') as f: lines = f.readlines() diff --git a/patchmentation/utils/validator.py b/patchmentation/utils/validator.py index 12e020a..1977139 100644 --- a/patchmentation/utils/validator.py +++ b/patchmentation/utils/validator.py @@ -3,91 +3,117 @@ import os import numpy as np -from typing import List, Tuple +from typing import List, Tuple, Union, Callable +from inspect import signature -def validate_bbox(xmin: int, ymin: int, xmax: int, ymax: int, width: int = None, height: int = None): +def _kwargs(kwargs, func: Callable, var: str): + return kwargs.get(var, signature(func).parameters[var].default) + +def validate(collection: Union[np.ndarray, BBox, Image, Patch, ImagePatch, Dataset]): + if isinstance(collection, BBox): + validate_BBox(collection) + elif isinstance(collection, Image): + validate_Image(collection) + elif isinstance(collection, Patch): + validate_Patch(collection) + elif isinstance(collection, ImagePatch): + validate_ImagePatch(collection) + elif isinstance(collection, Dataset): + validate_Dataset(collection) + else: + raise TypeError + +def validate_BBox(bbox: BBox, **kwargs): + xmin, ymin, xmax, ymax = bbox assert xmin <= xmax, f'Expected xmin <= xmax, but got xmin {xmin} xmax {xmax}' assert ymin <= ymax, f'Expected ymin <= ymax, but got ymin {ymin} ymax {ymax}' assert xmin >= 0, f'Expected xmin >= 0, but got xmin {xmin}' assert ymin >= 0, f'Expected ymin >= 0, but got ymin {ymin}' + width = kwargs.get('width', None) if width is not None: assert xmax <= width, f'Expected xmax <= width, but got xmax {xmax} width {width}' + height = kwargs.get('height', None) if height is not None: assert ymax <= height, f'Expected ymax <= height, but got ymax {ymax} height {height}' -def validate_BBox(bbox: BBox, width: int = None, height: int = None): - xmin, ymin, xmax, ymax = bbox - validate_bbox(xmin, ymin, xmax, ymax, width, height) +def validate_Image(image: Image, check_image_array: bool = True, **kwargs): + path = image.path + validate_image_path(path) + if check_image_array: + image_array = image.image_array() + check_value = _kwargs(kwargs, validate_image_array, 'check_value') + check_shape = _kwargs(kwargs, validate_image_array, 'check_shape') + validate_image_array(image_array, check_shape, check_value, **kwargs) + +def validate_Patch(patch: Patch, check_image_bbox: bool = True, **kwargs): + image, bbox, class_name = patch + check_image_array = _kwargs(kwargs, validate_Image, 'check_image_array') + validate_Image(image, check_image_array, **kwargs) + if check_image_bbox: + kwargs['height'], kwargs['width'], _ = image.shape() + validate_BBox(bbox, **kwargs) + validate_class_name(class_name) + +def validate_ImagePatch(image_patch: ImagePatch, **kwargs): + image, patches = image_patch + check_image_array = _kwargs(kwargs, validate_Image, 'check_image_array') + validate_Image(image, check_image_array, **kwargs) + for i, patch in enumerate(patches): + assert patch.image is image, f'Expected all image in patches reference same image in image_patch, but got patches[{i}].image {patch.image} image_patch.image {image}' + check_image_bbox = _kwargs(kwargs, validate_patches, 'check_image_bbox') + validate_patches(patches, check_image_bbox, **kwargs) + +def validate_Dataset(dataset: Dataset, **kwargs): + image_patches, classes = dataset + validate_image_patches(image_patches, **kwargs) + validate_classes(classes) def validate_image_path(path: str): assert path.endswith(('.jpg', '.png')), f'Expected image path ends with .jpg or .png, but got path {path}' assert os.path.exists(path), f'Expected path exists, but got path {path} not exists' -def validate_shape(width, height, channel): +def validate_image_array(image_array: np.ndarray, check_shape: bool = True, check_value: bool = False, **kwargs): + assert image_array.dtype == 'uint8', f'Expected image_array.dtype == uint8, but got image_array.dtype {image_array.dtype}' + if check_shape: + shape = image_array.shape + validate_image_array_shape(shape, **kwargs) + if check_value: + validate_image_array_value(image_array) + +def validate_image_array_shape(shape: Tuple[int, int, int], **kwargs): + height, width, channel = shape assert height >= 0, f'Expected height >= 0, but got height {height}' assert width >= 0, f'Expected width >= 0, but got width {width}' assert channel == 3, f'Expected channel == 3, but got channel {channel}{" [Grayscale image (channel == 1) is not supported, please convert to 3 channels]"if channel == 1 else ""}' - -def validate_Shape(shape: Tuple[int, int, int], expected_width: int = None, expected_height: int = None, expected_channel: int = None): - height, width, channel = shape - validate_shape(width, height, channel) + expected_width = kwargs.get('expected_width', None) if expected_width is not None: assert width == expected_width, f'Expected width is {expected_width}, but got height {width}' + expected_height = kwargs.get('expected_height', None) if expected_height is not None: assert height == expected_height, f'Expected height is {expected_height}, but got height {height}' + expected_channel = kwargs.get('expected_channel', None) if expected_channel is not None: assert channel == expected_channel, f'Expected channel is {expected_channel}, but got channel {channel}' -def validate_pixel(pixel: int): - assert pixel >= 0 and pixel <= 255, f'Expected pixel >= 0 and pixel <= 255, but got pixel {pixel}' - -def validate_image_array(image_array: np.ndarray, check_value: bool = False, expected_width: int = None, expected_height: int = None, expected_channel: int = None): - shape = image_array.shape - validate_Shape(shape, expected_width, expected_height, expected_channel) - assert image_array.dtype == 'uint8', f'Expected image_array.dtype == uint8, but got image_array.dtype {image_array.dtype}' - if check_value: - height, width, channel = image_array.shape - for i in range(height): - for j in range(width): - for k in range(channel): - validate_pixel(image_array[i][j][k]) +def validate_image_array_value(image_array: np.ndarray): + height, width, channel = image_array.shape + for i in range(height): + for j in range(width): + for k in range(channel): + pixel = image_array[i, j, k] + assert pixel >= 0 and pixel <= 255, f'Expected pixel >= 0 and pixel <= 255, but got pixel {pixel} at {(i, j, k)}' -def validate_Image(image: Image, check_image_array: bool = True, check_image_array_value: bool = False, expected_width: int = None, expected_height: int = None, expected_channel: int = None): - validate_image_path(image.path) - if check_image_array: - image_array = load_image_array(image) - validate_image_array(image_array, check_image_array_value, expected_width, expected_height, expected_channel) - def validate_class_name(class_name: str): assert class_name != '', f'Expected class_name is not empty string, but got class_name {class_name}' def validate_classes(classes: List[str]): for class_name in classes: validate_class_name(class_name) - assert len(classes) == len(set(classes)), f'Expected classes has all unique class_name, but got classes {classes}' -def validate_Patch(patch: Patch, width: int = None, height: int = None): - image, bbox, class_name = patch - validate_Image(image) - validate_BBox(bbox, width, height) - validate_class_name(class_name) - -def validate_patches(patches: List[Patch], width: int = None, height: int = None): +def validate_patches(patches: List[Patch], check_image_bbox: bool = True, **kwargs): for patch in patches: - validate_Patch(patch, width, height) - -def validate_ImagePatch(imagePatch: ImagePatch): - image, patches = imagePatch - validate_Image(image) - height, width, _ = load_image_array(image).shape - validate_patches(patches, width, height) - -def validate_imagePatches(imagePatches: List[ImagePatch]): - for imagePatch in imagePatches: - validate_ImagePatch(imagePatch) - -def validate_Dataset(dataset: Dataset): - imagePatches, classes = dataset - validate_imagePatches(imagePatches) - validate_classes(classes) - + validate_Patch(patch, check_image_bbox, **kwargs) + +def validate_image_patches(image_patches: List[ImagePatch], **kwargs): + for image_patch in image_patches: + validate_ImagePatch(image_patch, **kwargs) diff --git a/streamlit/app.py b/streamlit/app.py index d3349c2..394afc7 100644 --- a/streamlit/app.py +++ b/streamlit/app.py @@ -19,6 +19,18 @@ DATASET_FORMAT_COCO = 'COCO' DATASET_FORMAT_PASCAL_VOC = 'Pascal VOC' +def section_dataset_yolo(): + folder_images = st.text_input('Path to YOLO Images', SAMPLE_PATCHMENTATION_YOLO_IMAGES) + folder_annotations = st.text_input('Path to YOLO Annotations', SAMPLE_PATCHMENTATION_YOLO_ANNOTATIONS) + file_names = st.text_input('Path to YOLO Names', SAMPLE_PATCHMENTATION_YOLO_NAMES) + return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) + +def section_dataset_coco(): + st.write('Not implemented yet.') + +def section_dataset_pascal_voc(): + st.write('Not implemented yet.') + def section_dataset(): st.subheader('Dataset') @@ -29,18 +41,15 @@ def section_dataset(): ]) if tab == DATASET_FORMAT_YOLO: - folder_images = st.text_input('Path to YOLO Images', SAMPLE_PATCHMENTATION_YOLO_IMAGES) - folder_annotations = st.text_input('Path to YOLO Annotations', SAMPLE_PATCHMENTATION_YOLO_ANNOTATIONS) - file_names = st.text_input('Path to YOLO Names', SAMPLE_PATCHMENTATION_YOLO_NAMES) - return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) + return section_dataset_yolo() if tab == DATASET_FORMAT_COCO: - st.write('Not implemented yet.') + return section_dataset_coco() if tab == DATASET_FORMAT_PASCAL_VOC: - st.write('Not implemented yet.') + return section_dataset_pascal_voc() - return None + return section_dataset_yolo() def section_background_image(): st.subheader('Background Image') @@ -58,21 +67,21 @@ def section_patch_augmentation(dataset, background_image): max_scale_range = st.number_input('Max. Scale Range', min_value=0.0, max_value=1.0, value=1.0, step=0.05) patches = [] - for imagePatch in dataset.imagePatches: - patches += imagePatch.patches + for image_patch in dataset.image_patches: + patches += image_patch.patches return patch_augmentation(patches, background_image, visibility_threshold, scale_range=(min_scale_range, max_scale_range)) def section_display_result(result): st.subheader('Result') - image = loader.load_imagePatch_array(result) + image = loader.load_image_array(result) image = F.convert_BGR2RGB(image) st.image(image, use_column_width='always') def main(): dataset = section_dataset() background_image = section_background_image() - results = section_patch_augmentation(dataset, background_image) - section_display_result(results) - + result = section_patch_augmentation(dataset, background_image) + section_display_result(result) + if __name__ == '__main__': main() diff --git a/tests/helper.py b/tests/helper.py index e3bb262..f446219 100644 --- a/tests/helper.py +++ b/tests/helper.py @@ -1,11 +1,12 @@ from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset -from patchmentation.utils.loader import save_image_array_temporary, load_image_array +from patchmentation.utils import loader import random import string import sys import numpy as np -from typing import List, Tuple +from typing import List, Tuple, Callable +from inspect import signature DEFAULT_MIN_WIDTH = 20 DEFAULT_MIN_HEIGHT = 20 @@ -16,7 +17,7 @@ DEFAULT_MAX_NUMBER_OF_CLASS = 5 DEFAULT_FILENAME_LENGTH = 8 DEFAULT_IMAGE_EXT = '.jpg' -DEFAULT_MIN_NUMBER_OF_PATCH = 1 +DEFAULT_MIN_NUMBER_OF_PATCH = 0 DEFAULT_MAX_NUMBER_OF_PATCH = 5 DEFAULT_MIN_NUMBER_OF_IMAGE = 2 DEFAULT_MAX_NUMBER_OF_IMAGE = 5 @@ -25,6 +26,9 @@ FLOAT_MIN = sys.float_info.min FLOAT_MAX = sys.float_info.max +def _kwargs(kwargs, func: Callable, var: str): + return kwargs.get(var, signature(func).parameters[var].default) + def generate_width() -> int: return random.randint(DEFAULT_MIN_WIDTH, DEFAULT_MAX_WIDTH) @@ -37,8 +41,9 @@ def generate_class_name(length: int = DEFAULT_CLASS_NAME_LENGTH) -> str: def generate_number_of_class() -> int: return random.randint(DEFAULT_MIN_NUMBER_OF_CLASS, DEFAULT_MAX_NUMBER_OF_CLASS) -def generate_classes(length: int = DEFAULT_CLASS_NAME_LENGTH, number_of_class: int = None) -> List[str]: +def generate_classes(number_of_class: int = None, **kwargs) -> List[str]: if number_of_class is None: number_of_class = generate_number_of_class() + length = _kwargs(kwargs, generate_class_name, 'length') return [generate_class_name(length) for _ in range(number_of_class)] def generate_filename(ext: str, length: int = DEFAULT_FILENAME_LENGTH) -> str: @@ -62,13 +67,6 @@ def generate_y(height: int = None) -> Tuple[int, int]: ymax = random.randint(ymin, height) return ymin, ymax -def generate_bbox(width: int = None, height: int = None) -> BBox: - if width is None: width = generate_width() - if height is None: height = generate_height() - xmin, xmax = generate_x(width) - ymin, ymax = generate_y(height) - return BBox(xmin, ymin, xmax, ymax) - def generate_image_array(width: int = None, height: int = None) -> np.ndarray: if width is None: width = generate_width() if height is None: height = generate_height() @@ -77,51 +75,57 @@ def generate_image_array(width: int = None, height: int = None) -> np.ndarray: image_array = (image_array * 255).astype('uint8') return image_array -def generate_image(width: int = None, height: int = None) -> Image: +def generate_BBox(width: int = None, height: int = None) -> BBox: + if width is None: width = generate_width() + if height is None: height = generate_height() + xmin, xmax = generate_x(width) + ymin, ymax = generate_y(height) + return BBox(xmin, ymin, xmax, ymax) + +def generate_Image(width: int = None, height: int = None) -> Image: if width is None: width = generate_width() if height is None: height = generate_height() image_array = generate_image_array(width, height) - return save_image_array_temporary(image_array) + return loader.save_image_array_temporary(image_array) -def generate_patch(image: Image, width: int = None, height: int = None, classes: List[str] = None) -> Patch: - if width is None and height is None: - height, width, _ = load_image_array(image).shape - assert width is not None - assert height is not None +def generate_Patch(image: Image, classes: List[str] = None, **kwargs) -> Patch: if classes is None: classes = generate_classes(number_of_class=1) - bbox = generate_bbox(width, height) + shape = kwargs.get('shape', image.shape()) + height = shape[0] + width = shape[1] + bbox = generate_BBox(width, height) class_name = random.choice(classes) return Patch(image, bbox, class_name) -def generate_patches(image: Image, number_of_patch: int = None, width: int = None, height: int = None, classes: List[str] = None) -> List[Patch]: +def generate_patches(image: Image, number_of_patch: int = None, classes: List[str] = None, **kwargs) -> List[Patch]: if number_of_patch is None: number_of_patch = generate_number_of_patch() - if width is None and height is None: - height, width, _ = load_image_array(image).shape - assert width is not None - assert height is not None if classes is None: classes = generate_classes() - return [generate_patch(image, width, height, classes) for _ in range(number_of_patch)] + shape = kwargs.get('shape', image.shape()) + kwargs['shape'] = shape + return [generate_Patch(image, classes, **kwargs) for _ in range(number_of_patch)] -def generate_imagePatch(number_of_patch: int = None, width: int = None, height: int = None, classes: List[str] = None) -> ImagePatch: - if number_of_patch is None: number_of_patch = generate_number_of_patch() - if width is None: width = generate_width() - if height is None: height = generate_height() +def generate_ImagePatch(classes: List[str] = None, **kwargs) -> ImagePatch: if classes is None: classes = generate_classes() - image = generate_image(width, height) - patches = generate_patches(image, number_of_patch, width, height, classes) + number_of_patch = kwargs.get('number_of_patch', generate_number_of_patch()) + width = kwargs.get('width', generate_width()) + height = kwargs.get('height', generate_height()) + kwargs['shape'] = (height, width) + image = generate_Image(width, height) + patches = generate_patches(image, number_of_patch, classes, **kwargs) return ImagePatch(image, patches) -def generate_imagePatches(number_of_image: int = None, classes: List[str] = None) -> List[ImagePatch]: +def generate_image_patches(number_of_image: int = None, classes: List[str] = None, **kwargs) -> List[ImagePatch]: if number_of_image is None: number_of_image = generate_number_of_image() - if classes is None: classes = generate_classes() - return [generate_imagePatch() for _ in range(number_of_image)] + number_of_class = _kwargs(kwargs, generate_classes, 'number_of_class') + if classes is None: classes = generate_classes(number_of_class, **kwargs) + return [generate_ImagePatch(classes, **kwargs) for _ in range(number_of_image)] -def generate_dataset(number_of_image = None, number_of_class: int = None) -> Dataset: +def generate_Dataset(number_of_image: int = None, number_of_class: int = None, **kwargs) -> Dataset: if number_of_image is None: number_of_image = generate_number_of_image() if number_of_class is None: number_of_class = generate_number_of_class() - classes = generate_classes(number_of_class=number_of_class) - imagePatches = generate_imagePatches(number_of_image, classes) - return Dataset(imagePatches, classes) + classes = generate_classes(number_of_class, **kwargs) + image_patches = generate_image_patches(number_of_image, classes, **kwargs) + return Dataset(image_patches, classes) # source: https://floating-point-gui.de/errors/comparison/ def compare_float_equal(float_1: float, float_2: float, epsilon: float = DEFAULT_EPSILON) -> bool: diff --git a/tests/integration_test.py b/tests/integration_test.py index 868abba..c93376f 100644 --- a/tests/integration_test.py +++ b/tests/integration_test.py @@ -1,6 +1,7 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) +from patchmentation.collections import Image from patchmentation.utils import validator from patchmentation.utils import loader from patchmentation import patch_augmentation @@ -14,23 +15,23 @@ def test_patch_augmentation_1(): dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) - background_image = loader.load_image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_1) + background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_1) - patches = dataset.imagePatches[0].patches + dataset.imagePatches[1].patches + dataset.imagePatches[2].patches + patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches imagePatch = patch_augmentation(patches, background_image) validator.validate_ImagePatch(imagePatch) def test_patch_augmentation_2(): dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) - background_image = loader.load_image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2) + background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2) - patches = dataset.imagePatches[0].patches + patches = dataset.image_patches[0].patches imagePatch = patch_augmentation(patches, background_image) - patches = dataset.imagePatches[1].patches + patches = dataset.image_patches[1].patches imagePatch = patch_augmentation(patches, imagePatch) - patches = dataset.imagePatches[2].patches + patches = dataset.image_patches[2].patches imagePatch = patch_augmentation(patches, background_image) validator.validate_ImagePatch(imagePatch) diff --git a/tests/test_collections.py b/tests/test_collections.py deleted file mode 100644 index 5a7855b..0000000 --- a/tests/test_collections.py +++ /dev/null @@ -1,79 +0,0 @@ -import os, sys -sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) - -from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset -from tests import helper - -def test_bbox(): - xmin, xmax = helper.generate_x() - ymin, ymax = helper.generate_y() - bbox = BBox(xmin, ymin, xmax, ymax) - - # attribute - assert bbox.xmin == xmin - assert bbox.ymin == ymin - assert bbox.xmax == xmax - assert bbox.ymax == ymax - - # __iter__ - assert (xmin, ymin, xmax, ymax) == tuple(bbox) - - # summary - bbox.summary() - -def test_image(): - path = helper.generate_filename('.jpg') - image = Image(path) - - # attribute - assert image.path == path - - # summary - image.summary() - -def test_patch(): - image = helper.generate_image() - bbox = helper.generate_bbox() - class_name = helper.generate_class_name() - patch = Patch(image, bbox, class_name) - - # attribute - assert patch.image is image - assert patch.bbox is bbox - assert patch.class_name == class_name - - # __iter__ - assert (image, bbox, class_name) == tuple(patch) - - # summary - patch.summary() - -def test_imagePatch(): - image = helper.generate_image() - patches = helper.generate_patches(image) - imagePatch = ImagePatch(image, patches) - - # attribute - assert imagePatch.image is image - assert imagePatch.patches is patches - - # __iter__ - assert (image, patches) == tuple(imagePatch) - - # summary - imagePatch.summary() - -def test_dataset(): - classes = helper.generate_classes() - imagePatches = helper.generate_imagePatches(classes=classes) - dataset = Dataset(imagePatches, classes) - - # attribute - assert dataset.imagePatches is imagePatches - assert dataset.classes is classes - - # __iter__ - assert (imagePatches, classes) == tuple(dataset) - - # summary - dataset.summary() \ No newline at end of file diff --git a/tests/test_collections/test_bbox.py b/tests/test_collections/test_bbox.py new file mode 100644 index 0000000..f38b7db --- /dev/null +++ b/tests/test_collections/test_bbox.py @@ -0,0 +1,73 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from patchmentation.collections import BBox +from tests import helper + +def test_bbox(): + xmin, xmax = helper.generate_x() + ymin, ymax = helper.generate_y() + bbox = BBox(xmin, ymin, xmax, ymax) + assert bbox.xmin == xmin + assert bbox.ymin == ymin + assert bbox.xmax == xmax + assert bbox.ymax == ymax + assert (xmin, ymin, xmax, ymax) == tuple(bbox) + bbox.summary() + +def test_bbox_width_1(): + xmin = 4 + xmax = 10 + bbox = BBox(xmin, None, xmax, None) + actual_width = bbox.width() + expected_width = 6 + assert actual_width == expected_width + +def test_bbox_width_2(): + xmin = 4 + xmax = 4 + bbox = BBox(xmin, None, xmax, None) + actual_width = bbox.width() + expected_width = 0 + assert actual_width == expected_width + + +def test_bbox_height_2(): + ymin = 4 + ymax = 4 + bbox = BBox(None, ymin, None, ymax) + actual_height = bbox.height() + expected_height = 0 + assert actual_height == expected_height + +def test_bbox_area_1(): + xmin, xmax = 4, 10 + ymin, ymax = 6, 8 + bbox = BBox(xmin, ymin, xmax, ymax) + actual_area = bbox.area() + expected_area = 12 + assert actual_area == expected_area + +def test_bbox_area_2(): + xmin, xmax = 4, 4 + ymin, ymax = 6, 8 + bbox = BBox(xmin, ymin, xmax, ymax) + actual_area = bbox.area() + expected_area = 0 + assert actual_area == expected_area + +def test_bbox_area_3(): + xmin, xmax = 4, 10 + ymin, ymax = 8, 8 + bbox = BBox(xmin, ymin, xmax, ymax) + actual_area = bbox.area() + expected_area = 0 + assert actual_area == expected_area + +def test_bbox_area_4(): + xmin, xmax = 10, 10 + ymin, ymax = 6, 6 + bbox = BBox(xmin, ymin, xmax, ymax) + actual_area = bbox.area() + expected_area = 0 + assert actual_area == expected_area diff --git a/tests/test_collections/test_dataset.py b/tests/test_collections/test_dataset.py new file mode 100644 index 0000000..57af375 --- /dev/null +++ b/tests/test_collections/test_dataset.py @@ -0,0 +1,14 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from patchmentation.collections import Dataset +from tests import helper + +def test_dataset(): + image_patches = helper.generate_image_patches() + classes = helper.generate_classes() + dataset = Dataset(image_patches, classes) + assert dataset.image_patches is image_patches + assert dataset.classes is classes + assert (image_patches, classes) == tuple(dataset) + dataset.summary() diff --git a/tests/test_collections/test_image.py b/tests/test_collections/test_image.py new file mode 100644 index 0000000..3a6de5a --- /dev/null +++ b/tests/test_collections/test_image.py @@ -0,0 +1,19 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from patchmentation.collections import Image +from patchmentation.utils import validator +from tests import helper + +def test_image(): + path = helper.generate_filename('.jpg') + image = Image(path) + assert image.path == path + image.summary() + +def test_image_image_array(): + width = 10 + height = 20 + image = helper.generate_Image(width, height) + image_array = image.image_array() + validator.validate_image_array(image_array, check_shape=True, expected_width=width, expected_height=height, expected_channel=3) diff --git a/tests/test_collections/test_image_patch.py b/tests/test_collections/test_image_patch.py new file mode 100644 index 0000000..bc2c2b8 --- /dev/null +++ b/tests/test_collections/test_image_patch.py @@ -0,0 +1,20 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from patchmentation.collections import ImagePatch +from patchmentation.utils import validator +from tests import helper + +def test_image_patch(): + image = helper.generate_Image() + patches = helper.generate_patches(image) + image_patch = ImagePatch(image, patches) + assert image_patch.image is image + assert image_patch.patches is patches + assert (image, patches) == tuple(image_patch) + image_patch.summary() + +def test_image_patch_image_array(): + image_patch = helper.generate_ImagePatch() + image_array = image_patch.image_array() + validator.validate_image_array(image_array, check_shape=True) diff --git a/tests/test_collections/test_patch.py b/tests/test_collections/test_patch.py new file mode 100644 index 0000000..50a4b09 --- /dev/null +++ b/tests/test_collections/test_patch.py @@ -0,0 +1,28 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from patchmentation.collections import Patch, BBox +from patchmentation.utils import validator +from tests import helper + +import numpy as np + +def test_patch(): + image = helper.generate_Image() + bbox = helper.generate_BBox() + class_name = helper.generate_class_name() + patch = Patch(image, bbox, class_name) + assert patch.image is image + assert patch.bbox is bbox + assert patch.class_name == class_name + assert (image, bbox, class_name) == tuple(patch) + patch.summary() + +def test_patch_image_array(): + width = 10 + height = 20 + image = helper.generate_Image(width, height) + bbox = BBox(1, 2, 5, 7) + patch = Patch(image, bbox, None) + image_array = patch.image_array() + validator.validate_image_array(image_array, check_shape=True, expected_width=4, expected_height=5, expected_channel=3) diff --git a/tests/test_functional.py b/tests/test_functional.py index 2129292..681a2e4 100644 --- a/tests/test_functional.py +++ b/tests/test_functional.py @@ -9,62 +9,6 @@ import numpy as np import pytest -def test_calculcate_width_1(): - xmin, xmax = 1, 5 - ymin, ymax = None, None - bbox = BBox(xmin, ymin, xmax, ymax) - width = F.calculate_width(bbox) - assert width == 4 - -def test_calculcate_width_2(): - xmin, xmax = 1, 1 - ymin, ymax = None, None - bbox = BBox(xmin, ymin, xmax, ymax) - width = F.calculate_width(bbox) - assert width == 0 - -def test_calculate_height_1(): - xmin, xmax = None, None - ymin, ymax = 1, 5 - bbox = BBox(xmin, ymin, xmax, ymax) - height = F.calculate_height(bbox) - assert height == 4 - -def test_calculate_height_2(): - xmin, xmax = None, None - ymin, ymax = 1, 1 - bbox = BBox(xmin, ymin, xmax, ymax) - height = F.calculate_height(bbox) - assert height == 0 - -def test_calculate_area_1(): - xmin, xmax = 1, 5 - ymin, ymax = 6, 8 - bbox = BBox(xmin, ymin, xmax, ymax) - area = F.calculate_area(bbox) - assert area == 8 - -def test_calculate_area_2(): - xmin, xmax = 1, 1 - ymin, ymax = 6, 8 - bbox = BBox(xmin, ymin, xmax, ymax) - area = F.calculate_area(bbox) - assert area == 0 - -def test_calculate_area_3(): - xmin, xmax = 1, 5 - ymin, ymax = 6, 6 - bbox = BBox(xmin, ymin, xmax, ymax) - area = F.calculate_area(bbox) - assert area == 0 - -def test_calculate_area_4(): - xmin, xmax = 5, 5 - ymin, ymax = 6, 6 - bbox = BBox(xmin, ymin, xmax, ymax) - area = F.calculate_area(bbox) - assert area == 0 - def test_intersection_1(): bbox_1 = BBox(1, 0, 6, 3) bbox_2 = BBox(3, 1, 7, 6) @@ -270,7 +214,7 @@ def test_visibility_suppression_1(): non_removal_patches = None attr_bbox = 'bbox' attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [patch_1, patch_3] assert actual_patches == expected_patches @@ -283,7 +227,7 @@ def test_visibility_suppression_2(): non_removal_patches = None attr_bbox = 'bbox' attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [patch_1, patch_2] assert actual_patches == expected_patches @@ -296,7 +240,7 @@ def test_visibility_suppression_3(): non_removal_patches = None attr_bbox = 'bbox' attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [patch_3] assert actual_patches == expected_patches @@ -309,7 +253,7 @@ def test_visibility_suppression_4(): non_removal_patches = None attr_bbox = 'bbox' attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [patch_1, patch_2, patch_3] assert actual_patches == expected_patches @@ -325,7 +269,7 @@ def test_visibility_suppression_5(): setattr(patch_2, attr_bbox, BBox(0, 0, 5, 9)) setattr(patch_3, attr_bbox, BBox(0, 0, 5, 5)) attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [patch_1, patch_3] assert actual_patches == expected_patches @@ -339,7 +283,7 @@ def test_visibility_suppression_6(): non_removal_patches = [patch_4] attr_bbox = 'bbox' attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [patch_1, patch_2] assert actual_patches == expected_patches @@ -355,7 +299,7 @@ def test_visibility_suppression_7(): non_removal_patches = [patch_4, patch_5] attr_bbox = 'bbox' attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [patch_1] assert actual_patches == expected_patches @@ -371,7 +315,7 @@ def test_visibility_suppression_8(): non_removal_patches = [patch_4, patch_5] attr_bbox = 'bbox' attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [] assert actual_patches == expected_patches @@ -392,7 +336,7 @@ def test_visibility_suppression_9(): attr_non_removal_patches_bbox = 'attr_non_removal_patches_bbox' setattr(patch_4, attr_non_removal_patches_bbox, BBox(-INF, -INF, INF, 0)) setattr(patch_5, attr_non_removal_patches_bbox, BBox(-INF, 5, INF, INF)) - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [patch_3] assert actual_patches == expected_patches @@ -409,7 +353,7 @@ def test_visibility_suppression_10(): non_removal_patches = [patch_4, patch_5, patch_6] attr_bbox = 'bbox' attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox, attr_non_removal_patches_bbox) + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) expected_patches = [patch_2, patch_3] assert actual_patches == expected_patches @@ -518,4 +462,34 @@ def test_convert_BGR2RGB(): [[3, 2, 1], [6, 5, 4], [9, 8, 7]], [[12, 11, 10], [15, 14, 13], [18, 17, 16]] ], 'uint8') - assert (actual_image_array == expected_imagea_array).all() \ No newline at end of file + assert (actual_image_array == expected_imagea_array).all() + +def test_crop_image_array_1(): + image_array = np.array([ + [[1, 2, 3], [4, 5, 6], [7, 8, 9]], + [[10, 11, 12], [13, 14, 15], [16, 17, 18]], + [[19, 20, 21], [22, 23, 24], [25, 26, 27]], + [[28, 29, 30], [31, 32, 33], [34, 35, 36]] + ]) + bbox = BBox(0, 1, 2, 2) + actual_image_array = F.crop_image_array(image_array, bbox) + expected_image_array = np.array([ + [[10, 11, 12], [13, 14, 15]] + ]) + assert (actual_image_array == expected_image_array).all() + +def test_crop_image_array_2(): + image_array = np.array([ + [[1, 2, 3], [4, 5, 6], [7, 8, 9]], + [[10, 11, 12], [13, 14, 15], [16, 17, 18]], + [[19, 20, 21], [22, 23, 24], [25, 26, 27]], + [[28, 29, 30], [31, 32, 33], [34, 35, 36]] + ]) + bbox = BBox(1, 0, 2, 3) + actual_image_array = F.crop_image_array(image_array, bbox) + expected_image_array = np.array([ + [[4, 5, 6]], + [[13, 14, 15]], + [[22, 23, 24]] + ]) + assert (actual_image_array == expected_image_array).all() diff --git a/tests/test_helper.py b/tests/test_helper.py index e5efb48..f65a489 100644 --- a/tests/test_helper.py +++ b/tests/test_helper.py @@ -7,38 +7,38 @@ def test_generate_bbox_1(): width = 20 height = 1000 - bbox = helper.generate_bbox(width, height) - validator.validate_BBox(bbox, width, height) + bbox = helper.generate_BBox(width, height) + validator.validate_BBox(bbox, width=width, height=height) def test_generate_bbox_2(): width = 1000 height = 20 - bbox = helper.generate_bbox(width, height) - validator.validate_BBox(bbox, width, height) + bbox = helper.generate_BBox(width, height) + validator.validate_BBox(bbox, width=width, height=height) def test_generate_image_1(): width = 100 height = 20 - image = helper.generate_image(width, height) + image = helper.generate_Image(width, height) validator.validate_Image(image, expected_width=width, expected_height=height) def test_generate_image_2(): width = 20 height = 100 - image = helper.generate_image(width, height) + image = helper.generate_Image(width, height) validator.validate_Image(image, expected_width=width, expected_height=height) def test_generate_patch(): - image = helper.generate_image() - patch = helper.generate_patch(image) + image = helper.generate_Image() + patch = helper.generate_Patch(image) validator.validate_Patch(patch) def test_generate_imagePatch(): - imagePatch = helper.generate_imagePatch() + imagePatch = helper.generate_ImagePatch() validator.validate_ImagePatch(imagePatch) def test_generate_dataset(): - dataset = helper.generate_dataset() + dataset = helper.generate_Dataset() validator.validate_Dataset(dataset) def test_compare_float_equal_1(): diff --git a/tests/test_loader.py b/tests/test_loader.py index 6d75a80..70ff496 100644 --- a/tests/test_loader.py +++ b/tests/test_loader.py @@ -19,7 +19,7 @@ def test_save_load_image_array_1(): reloaded_image_array = loader.load_image_array(image) validator.validate_image_array(reloaded_image_array) assert (reloaded_image_array == image_array).all() - + def test_save_load_image_array_2(): image_array = helper.generate_image_array() image = loader.save_image_array_temporary(image_array) @@ -35,24 +35,6 @@ def test_save_load_image_array_3(): validator.validate_image_array(reloaded_image_array) assert (reloaded_image_array == image_array).all() -def test_load_patch_array(): - image_array = np.array([ - [[1, 2, 3], [2, 3, 4], [3, 4, 5]], - [[4, 3, 2], [5, 4, 3], [6, 5, 4]], - [[7, 8, 9], [8, 9, 10], [9, 10, 11]], - [[10, 9, 8], [11, 10, 9], [12, 11, 10]] - ]) - image = loader.save_image_array_temporary(image_array) - bbox = BBox(1, 0, 3, 4) - actual_patch_array = loader.load_patch_array(image, bbox) - expected_patch_array = np.array([ - [[2, 3, 4], [3, 4, 5]], - [[5, 4, 3], [6, 5, 4]], - [[8, 9, 10], [9, 10, 11]], - [[11, 10, 9], [12, 11, 10]] - ]) - assert (actual_patch_array == expected_patch_array).all() - def test_loader_yolo(): dataset = loader.load_yolo_dataset(YOLO_FOLDER_IMAGES, YOLO_FOLDER_ANNOTATIONS, YOLO_FILE_NAMES) validator.validate_Dataset(dataset) From cbea10b57ef42a77f1470eb3eb42cb3bc2020730 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 16 Oct 2022 22:49:14 +0700 Subject: [PATCH 022/116] add docker --- .github/workflows/docker-ci.yml | 34 +++++++++++++++++++++++++++++++++ Dockerfile | 11 +++++++++++ 2 files changed, 45 insertions(+) create mode 100644 .github/workflows/docker-ci.yml create mode 100644 Dockerfile diff --git a/.github/workflows/docker-ci.yml b/.github/workflows/docker-ci.yml new file mode 100644 index 0000000..2cd2fe2 --- /dev/null +++ b/.github/workflows/docker-ci.yml @@ -0,0 +1,34 @@ +name: docker ci + +on: + push: + branches: + - '*docker*' + pull_request: + branches: + - 'main' + - '*release*' + +jobs: + docker: + runs-on: ubuntu-latest + steps: + - + name: Set up QEMU + uses: docker/setup-qemu-action@v2 + - + name: Set up Docker Buildx + uses: docker/setup-buildx-action@v2 + - + name: Login to Docker Hub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKERHUB_USERNAME }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + - + name: Build and push + uses: docker/build-push-action@v3 + with: + context: . + push: true + tags: jstnxu/patchmentation:env \ No newline at end of file diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..9ad838e --- /dev/null +++ b/Dockerfile @@ -0,0 +1,11 @@ +FROM python:3.10.8-slim-bullseye + +RUN apt-get update -qq && \ + apt-get install -y zip unzip htop screen libgl1-mesa-glx libglib2.0-0 libsm6 libxrender1 libxext6 && \ + rm -rf /var/cache/apk/* + +COPY requirements.txt /requirements.txt +RUN pip --no-cache-dir install -r /requirements.txt + +WORKDIR /workspace +CMD ["bash"] From 996cc75bf1d1ba892c3f83f7b2ae19fc92faa842 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 16 Oct 2022 22:54:55 +0700 Subject: [PATCH 023/116] update docker ci branch --- .github/workflows/docker-ci.yml | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/.github/workflows/docker-ci.yml b/.github/workflows/docker-ci.yml index 2cd2fe2..8513062 100644 --- a/.github/workflows/docker-ci.yml +++ b/.github/workflows/docker-ci.yml @@ -3,11 +3,10 @@ name: docker ci on: push: branches: - - '*docker*' + - '**docker**' pull_request: branches: - - 'main' - - '*release*' + - '**' jobs: docker: From b17d001d29d5feb477c71dc60041e16889dfca4c Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 16 Oct 2022 22:56:19 +0700 Subject: [PATCH 024/116] update docker ci context --- .github/workflows/docker-ci.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/docker-ci.yml b/.github/workflows/docker-ci.yml index 8513062..0caf94d 100644 --- a/.github/workflows/docker-ci.yml +++ b/.github/workflows/docker-ci.yml @@ -28,6 +28,5 @@ jobs: name: Build and push uses: docker/build-push-action@v3 with: - context: . push: true tags: jstnxu/patchmentation:env \ No newline at end of file From c1452239818c4a8f8e589e296dc177be8f3185da Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 18 Oct 2022 20:36:59 +0700 Subject: [PATCH 025/116] restructure tests --- tests/{ => test_utils.py}/test_functional.py | 0 tests/{ => test_utils.py}/test_helper.py | 0 tests/{ => test_utils.py}/test_loader.py | 0 3 files changed, 0 insertions(+), 0 deletions(-) rename tests/{ => test_utils.py}/test_functional.py (100%) rename tests/{ => test_utils.py}/test_helper.py (100%) rename tests/{ => test_utils.py}/test_loader.py (100%) diff --git a/tests/test_functional.py b/tests/test_utils.py/test_functional.py similarity index 100% rename from tests/test_functional.py rename to tests/test_utils.py/test_functional.py diff --git a/tests/test_helper.py b/tests/test_utils.py/test_helper.py similarity index 100% rename from tests/test_helper.py rename to tests/test_utils.py/test_helper.py diff --git a/tests/test_loader.py b/tests/test_utils.py/test_loader.py similarity index 100% rename from tests/test_loader.py rename to tests/test_utils.py/test_loader.py From a21d2243d844e03deec0fd42bb673a8c265953f3 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 18 Oct 2022 20:40:27 +0700 Subject: [PATCH 026/116] add PASCAL VOC classes.txt --- dataset/sample_format_pascal_voc/classes.txt | 3 +++ 1 file changed, 3 insertions(+) create mode 100644 dataset/sample_format_pascal_voc/classes.txt diff --git a/dataset/sample_format_pascal_voc/classes.txt b/dataset/sample_format_pascal_voc/classes.txt new file mode 100644 index 0000000..a2eb9e7 --- /dev/null +++ b/dataset/sample_format_pascal_voc/classes.txt @@ -0,0 +1,3 @@ +person +car +horse \ No newline at end of file From 2c4806868595e75ee532a80460510885e60ab45a Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 18 Oct 2022 20:40:55 +0700 Subject: [PATCH 027/116] add some hint --- patchmentation/utils/loader.py | 4 ++-- tests/test_utils.py/test_loader.py | 12 ++++++++++-- 2 files changed, 12 insertions(+), 4 deletions(-) diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index 91d4fc9..ab5b431 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -88,8 +88,8 @@ def convert_yolo_bbox(x_center: float, y_center: float, yolo_width: float, yolo_ bbox = BBox(xmin, ymin, xmax, ymax) return bbox -def load_coco_dataset() -> Dataset: +def load_coco_dataset(folder_images: str, file_annotations: str) -> Dataset: pass -def load_pascal_voc_dataset() -> Dataset: +def load_pascal_voc_dataset(folder_images: str, folder_annotations: str, file_imagesets: str, file_classes: str) -> Dataset: pass diff --git a/tests/test_utils.py/test_loader.py b/tests/test_utils.py/test_loader.py index 70ff496..5bac08e 100644 --- a/tests/test_utils.py/test_loader.py +++ b/tests/test_utils.py/test_loader.py @@ -13,6 +13,14 @@ YOLO_FOLDER_ANNOTATIONS = 'dataset/sample_format_yolo/obj_train_data/' YOLO_FILE_NAMES = 'dataset/sample_format_yolo/obj.names' +COCO_FOLDER_IMAGES = 'dataset/sample_format_coco/images/' +COCO_FILE_ANNOTATIONS = 'dataset/sample_format_coco/annotations/instances_default.json' + +PASCAL_VOC_FOLDER_IMAGES = 'dataset/sample_format_pascal_voc/JPEGImages/' +PASCAL_VOC_FOLDER_ANNOTATIONS = 'dataset/sample_format_pascal_voc/Annotations/' +PASCAL_VOC_FILE_IMAGESETS = 'dataset/sample_format_pascal_voc/ImageSets/Main/default.txt' +PASCAL_VOC_FILE_CLASSES = 'dataset/sample_format_pascal_voc/classes.txt' + def test_save_load_image_array_1(): image_array = helper.generate_image_array() image = loader.save_image_array_temporary(image_array) @@ -41,10 +49,10 @@ def test_loader_yolo(): @pytest.mark.skip('Not implemented') def test_loader_coco(): - dataset = loader.load_coco_dataset() + dataset = loader.load_coco_dataset(COCO_FOLDER_IMAGES, COCO_FILE_ANNOTATIONS) validator.validate_Dataset(dataset) @pytest.mark.skip('Not implemented') def test_loader_pascal_voc(): - dataset = loader.load_pascal_voc_dataset() + dataset = loader.load_pascal_voc_dataset(PASCAL_VOC_FOLDER_IMAGES, PASCAL_VOC_FOLDER_ANNOTATIONS, PASCAL_VOC_FILE_IMAGESETS, PASCAL_VOC_FILE_CLASSES) validator.validate_Dataset(dataset) From 998db0091cd5338dcb31734ab42ddde16a05cf44 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 18 Oct 2022 20:48:21 +0700 Subject: [PATCH 028/116] fix test utils sys path --- tests/test_utils.py/test_functional.py | 2 +- tests/test_utils.py/test_helper.py | 2 +- tests/test_utils.py/test_loader.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/test_utils.py/test_functional.py b/tests/test_utils.py/test_functional.py index 681a2e4..ed5a051 100644 --- a/tests/test_utils.py/test_functional.py +++ b/tests/test_utils.py/test_functional.py @@ -1,5 +1,5 @@ import os, sys -sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) from patchmentation.utils import functional as F from patchmentation.utils import validator diff --git a/tests/test_utils.py/test_helper.py b/tests/test_utils.py/test_helper.py index f65a489..dbaaf75 100644 --- a/tests/test_utils.py/test_helper.py +++ b/tests/test_utils.py/test_helper.py @@ -1,5 +1,5 @@ import os, sys -sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) from tests import helper from patchmentation.utils import validator diff --git a/tests/test_utils.py/test_loader.py b/tests/test_utils.py/test_loader.py index 5bac08e..92bf65d 100644 --- a/tests/test_utils.py/test_loader.py +++ b/tests/test_utils.py/test_loader.py @@ -1,5 +1,5 @@ import os, sys -sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) from tests import helper from patchmentation.utils import loader From ad83a7f918ca76640d922cf0767867e650053ece Mon Sep 17 00:00:00 2001 From: William Justin Date: Wed, 19 Oct 2022 00:07:49 +0700 Subject: [PATCH 029/116] add comparator, filter, transform --- patchmentation/utils/__init__.py | 5 +- patchmentation/utils/comparator.py | 27 ++++++ patchmentation/utils/filter.py | 41 +++++++++ patchmentation/utils/transform.py | 128 +++++++++++++++++++++++++++++ 4 files changed, 200 insertions(+), 1 deletion(-) create mode 100644 patchmentation/utils/comparator.py create mode 100644 patchmentation/utils/filter.py create mode 100644 patchmentation/utils/transform.py diff --git a/patchmentation/utils/__init__.py b/patchmentation/utils/__init__.py index 908504d..bea42dc 100644 --- a/patchmentation/utils/__init__.py +++ b/patchmentation/utils/__init__.py @@ -1,3 +1,6 @@ from . import loader from . import functional -from . import validator \ No newline at end of file +from . import validator +from . import transform +from . import filter +from .comparator import Comparator \ No newline at end of file diff --git a/patchmentation/utils/comparator.py b/patchmentation/utils/comparator.py new file mode 100644 index 0000000..426e460 --- /dev/null +++ b/patchmentation/utils/comparator.py @@ -0,0 +1,27 @@ +from enum import Enum +from functools import partial + +def equal(object1, object2): + return object1 == object2 + +def greater_than(object1, object2): + return object1 > object2 + +def greater_equal(object1, object2): + return object1 >= object2 + +def less_than(object1, object2): + return object1 < object2 + +def less_equal(object1, object2): + return object1 <= object2 + +class Comparator(Enum): + Equal = partial(equal) + GreaterThan = partial(greater_than) + GreaterEqual = partial(greater_equal) + LessThan = partial(less_than) + LessEqual = partial(less_equal) + + def __call__(self, *args): + return self.value(*args) diff --git a/patchmentation/utils/filter.py b/patchmentation/utils/filter.py new file mode 100644 index 0000000..32a77be --- /dev/null +++ b/patchmentation/utils/filter.py @@ -0,0 +1,41 @@ +from patchmentation.utils import Comparator + +from abc import ABC, abstractmethod + +import numpy as np +from typing import List + +class Filter(ABC): + def __call__(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: + self.filter(list_image_array) + + @abstractmethod + def filter(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: + pass + +class FilterWidth(Filter): + def __init__(self, width: int, comparator: Comparator): + self.width = width + self.comparator = comparator + + def filter(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: + result = [] + for image_array in list_image_array: + _, width, _ = image_array.shape + if self.comparator(width, self.width): + result.append(image_array) + return result + +class FilterHeight(Filter): + def __init__(self, height: int, comparator: Comparator): + self.height = height + self.comparator = comparator + + def filter(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: + result = [] + for image_array in list_image_array: + height, _, _ = image_array.shape + if self.comparator(height, self.height): + result.append(image_array) + return result + diff --git a/patchmentation/utils/transform.py b/patchmentation/utils/transform.py new file mode 100644 index 0000000..94b6119 --- /dev/null +++ b/patchmentation/utils/transform.py @@ -0,0 +1,128 @@ +from abc import ABC, abstractmethod + +import cv2 +import numpy as np +import random +from typing import Tuple, Union + +class Transform(ABC): + def __call__(self, image_array: np.ndarray) -> np.ndarray: + self.transform(image_array) + + @abstractmethod + def transform(self, image_array: np.ndarray) -> np.ndarray: + pass + +class Resize(Transform): + def __init__(self, width: int = None, height: int = None, aspect_ratio: Union[Tuple[int, int], str] = None): + if width is None and height is None: + raise TypeError(f'Expected both width and height is not None, but got width {width} height {height}') + self.width = width + self.height = height + self.aspect_ratio = aspect_ratio + + def transform(self, image_array: np.ndarray) -> np.ndarray: + image_height, image_width, _ = image_array.shape + width, height = Resize._generate_width_height(self.width, self.height, image_width, image_height, self.aspect_ratio) + return Resize.resize(image_array, width, height) + + AUTO_ASPECT_RATIO = 'auto' + + @staticmethod + def resize(image_array: np.ndarray, width: int, height: int) -> np.ndarray: + return cv2.resize(image_array, (width, height), interpolation = cv2.INTER_AREA) + + @staticmethod + def _generate_width_height(width: int, height: int, image_width: int, image_height: int, aspect_ratio: Union[Tuple[int, int], str]) -> Tuple[int, int]: + if width is None: + if aspect_ratio is None: + width = image_width + elif aspect_ratio == Resize.AUTO_ASPECT_RATIO: + ratio = image_width / image_height + width = height * ratio + else: + ratio = aspect_ratio[0] / aspect_ratio[1] + width = height * ratio + + if height is None: + if aspect_ratio is None: + height = image_height + elif aspect_ratio == Resize.AUTO_ASPECT_RATIO: + ratio = image_width / image_height + height = width / ratio + else: + ratio = aspect_ratio[0] / aspect_ratio[1] + height = width / ratio + + return width, height + +class RandomResize(Transform): + def __init__(self, width_range: Tuple[float, float] = None, height_range: Tuple[float, float] = None, aspect_ratio: Union[Tuple[int, int], str] = None): + if width_range is None and height_range is None: + raise TypeError(f'Expected both width_range and height_range is not None, but got width_range {width_range} height_range {height_range}') + self.width_range = width_range + self.height_range = height_range + self.aspect_ratio = aspect_ratio + + def transform(self, image_array: np.ndarray) -> np.ndarray: + width = None if self.width_range is None else random.randint(self.width_range[0], self.width_range[1]) + height = None if self.height_range is None else random.randint(self.height_range[0], self.height_range[1]) + return Resize(width, height, self.aspect_ratio).transform(image_array) + +class Scale(Transform): + def __init__(self, scale_width: float = None, scale_height: float = None, aspect_ratio: Union[Tuple[int, int], str] = None): + if scale_width is None and scale_height is None: + raise TypeError(f'Expected both scale_width and scale_height is not None, but got scale_width {scale_width} scale_height {scale_height}') + self.scale_width = scale_width + self.scale_height = scale_height + self.aspect_ratio = aspect_ratio + + def transform(self, image_array: np.ndarray) -> np.ndarray: + image_height, image_width, _ = image_array.shape + scale_width, scale_height = Resize._generate_width_height(self.scale_width, self.scale_height, image_width, image_height, self.aspect_ratio) + return Scale.scale(image_array, scale_width, scale_height) + + @staticmethod + def scale_length(length: int, scale: float) -> int: + return int(length * scale) + + @staticmethod + def scale(image_array: np.ndarray, scale_width: float, scale_height: float) -> np.ndarray: + image_height, image_width, _ = image_array.shape + scaled_image_width = Scale.scale_length(image_width, scale_width) + scaled_image_height = Scale.scale_length(image_height, scale_height) + return Resize.resize(image_array, scaled_image_width, scaled_image_height) + +class RandomScale(Transform): + def __init__(self, scale_width_range: Tuple[float, float] = None, scale_height_range: Tuple[float, float] = None, aspect_ratio: Union[Tuple[int, int], str] = None): + if scale_width_range is None and scale_height_range is None: + raise TypeError(f'Expected both scale_width_range and scale_height_range is not None, but got scale_width_range {scale_width_range} scale_height_range {scale_height_range}') + self.scale_width_range = scale_width_range + self.scale_height_range = scale_height_range + self.aspect_ratio = aspect_ratio + + def transform(self, image_array: np.ndarray) -> np.ndarray: + scale_width = None if self.scale_width_range is None else random.uniform(self.scale_width_range[0], self.scale_width_range[1]) + scale_height = None if self.scale_height_range is None else random.uniform(self.scale_height_range[0], self.scale_height_range[1]) + return Scale(scale_width, scale_height, self.aspect_ratio).transform(image_array) + +class Grayscale(Transform): + def __init__(self): + pass + + def transform(self, image_array: np.ndarray) -> np.ndarray: + return Grayscale.grayscale(image_array) + + @staticmethod + def grayscale(image_array: np.ndarray) -> np.ndarray: + return cv2.cvtColor(cv2.cvtColor(image_array, cv2.COLOR_BGR2GRAY), cv2.COLOR_GRAY2BGR) + +class RandomGrayscale(Transform): + def __init__(self, p: float = 0.5): + self.probability = p + + def transform(self, image_array: np.ndarray) -> np.ndarray: + if random.random() < self.probability: + return Grayscale().transform(image_array) + else: + return image_array From 392976fa2bced6ab2cd70c0c320d8fb551ca6783 Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 20 Oct 2022 22:56:44 +0700 Subject: [PATCH 030/116] cleaning up --- tests/helper.py | 1 - tests/test_utils.py/test_helper.py | 3 --- 2 files changed, 4 deletions(-) diff --git a/tests/helper.py b/tests/helper.py index f446219..6fadcb6 100644 --- a/tests/helper.py +++ b/tests/helper.py @@ -150,7 +150,6 @@ def compare_unordered_list_equal(list_1: list, list_2: list) -> bool: list_1 = list_1.copy() list_2 = list_2.copy() for item in list_1: - print(item, list_1, list_2) if item not in list_2: return False list_2.remove(item) if len(list_2) == 0: return True diff --git a/tests/test_utils.py/test_helper.py b/tests/test_utils.py/test_helper.py index dbaaf75..73cba53 100644 --- a/tests/test_utils.py/test_helper.py +++ b/tests/test_utils.py/test_helper.py @@ -95,6 +95,3 @@ def test_compare_unordered_list_equal_3(): assert not helper.compare_unordered_list_equal(list_1, list_2) assert list_1 == [obj_1, obj_2, obj_3] assert list_2 == [obj_3, obj_1, obj_3, obj_2] - -if __name__ == '__main__': - test_compare_unordered_list_equal_1() \ No newline at end of file From dd28d91790d3b5d2624115caad72972c491f6143 Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 20 Oct 2022 23:17:16 +0700 Subject: [PATCH 031/116] add check grayscale --- tests/helper.py | 10 ++++++++++ tests/test_utils.py/test_helper.py | 17 +++++++++++++++++ 2 files changed, 27 insertions(+) diff --git a/tests/helper.py b/tests/helper.py index 6fadcb6..76c0f0a 100644 --- a/tests/helper.py +++ b/tests/helper.py @@ -154,3 +154,13 @@ def compare_unordered_list_equal(list_1: list, list_2: list) -> bool: list_2.remove(item) if len(list_2) == 0: return True else: return False + +def check_grayscale(image_array: np.ndarray) -> bool: + height, width, _ = image_array.shape + for i in range(height): + for j in range(width): + pixel = image_array[i][j] + b, g, r = pixel + if b != g or b != r: + return False + return True \ No newline at end of file diff --git a/tests/test_utils.py/test_helper.py b/tests/test_utils.py/test_helper.py index 73cba53..8cc9ff5 100644 --- a/tests/test_utils.py/test_helper.py +++ b/tests/test_utils.py/test_helper.py @@ -4,6 +4,8 @@ from tests import helper from patchmentation.utils import validator +import numpy as np + def test_generate_bbox_1(): width = 20 height = 1000 @@ -95,3 +97,18 @@ def test_compare_unordered_list_equal_3(): assert not helper.compare_unordered_list_equal(list_1, list_2) assert list_1 == [obj_1, obj_2, obj_3] assert list_2 == [obj_3, obj_1, obj_3, obj_2] + +def test_check_grayscale_1(): + image_array = np.array([ + [[1, 1, 1], [2, 2, 2], [3, 3, 3]], + [[4, 4, 4], [5, 5, 5], [6, 6, 6]] + ]) + assert helper.check_grayscale(image_array) + +def test_check_grayscale_2(): + image_array = np.array([ + [[1, 1, 1], [2, 2, 2], [3, 3, 3]], + [[4, 4, 4], [5, 4, 5], [6, 6, 6]] + ]) + assert not helper.check_grayscale(image_array) + From 6799eebc3fc720c78778c9fc765f5caa644fc4f0 Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 20 Oct 2022 23:50:28 +0700 Subject: [PATCH 032/116] add filter and transform --- patchmentation/patchmentation.py | 31 ++++++++++++++++++++-------- patchmentation/utils/filter.py | 4 ++-- patchmentation/utils/transform.py | 34 +++++++++++++++++++++++++++---- 3 files changed, 55 insertions(+), 14 deletions(-) diff --git a/patchmentation/patchmentation.py b/patchmentation/patchmentation.py index baa4b65..238d196 100644 --- a/patchmentation/patchmentation.py +++ b/patchmentation/patchmentation.py @@ -1,18 +1,39 @@ from patchmentation.collections import BBox, Image, Patch, ImagePatch from patchmentation.utils import loader from patchmentation.utils import functional as F +from patchmentation.utils.transform import Transform +from patchmentation.utils.filter import Filter import random from typing import List, Tuple, Union -def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], visibility_threshold: float = 0.5, scale_range: Tuple[int, int] = (0.5, 1.0)) -> ImagePatch: +def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], visibility_threshold: float = 0.5, actions: List[Union[Transform, Filter]] = None) -> ImagePatch: if isinstance(image, ImagePatch): image = image.image background_image_array = loader.load_image_array(image) background_image_height, background_image_width, _ = background_image_array.shape + list_image_array = [] + for patch in patches: + image_array = patch.image_array() + list_image_array.append(image_array) + + if actions is not None: + for action in actions: + if isinstance(action, Transform): + list_image_array = [action.transform(image_array) for image_array in list_image_array] + if isinstance(action, Filter): + list_image_array = action.filter(list_image_array) + + patches = [] + for image_array in list_image_array: + image = loader.save_image_array_temporary(image_array) + height, width, _ = image_array.shape + patch = Patch(image, BBox(0, 0, width, height)) + patches.append(patch) + ATTR_TARGET_BBOX = 'target_bbox' for patch in patches: @@ -24,13 +45,7 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi ymax = ymin + height target_bbox = BBox(xmin, ymin, xmax, ymax) setattr(patch, ATTR_TARGET_BBOX, target_bbox) - - for patch in patches: - scale = random.uniform(scale_range[0], scale_range[1]) - bbox = getattr(patch, ATTR_TARGET_BBOX) - scaled_bbox = F.scale_bbox(bbox, scale) - setattr(patch, ATTR_TARGET_BBOX, scaled_bbox) - + INF = float('inf') patches = F.visibility_suppression( patches=patches, diff --git a/patchmentation/utils/filter.py b/patchmentation/utils/filter.py index 32a77be..0ebf95c 100644 --- a/patchmentation/utils/filter.py +++ b/patchmentation/utils/filter.py @@ -1,4 +1,4 @@ -from patchmentation.utils import Comparator +from patchmentation.utils.comparator import Comparator from abc import ABC, abstractmethod @@ -7,7 +7,7 @@ class Filter(ABC): def __call__(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: - self.filter(list_image_array) + return self.filter(list_image_array) @abstractmethod def filter(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: diff --git a/patchmentation/utils/transform.py b/patchmentation/utils/transform.py index 94b6119..e7b8e77 100644 --- a/patchmentation/utils/transform.py +++ b/patchmentation/utils/transform.py @@ -5,9 +5,11 @@ import random from typing import Tuple, Union +from patchmentation.utils import functional as F + class Transform(ABC): def __call__(self, image_array: np.ndarray) -> np.ndarray: - self.transform(image_array) + return self.transform(image_array) @abstractmethod def transform(self, image_array: np.ndarray) -> np.ndarray: @@ -30,7 +32,7 @@ def transform(self, image_array: np.ndarray) -> np.ndarray: @staticmethod def resize(image_array: np.ndarray, width: int, height: int) -> np.ndarray: - return cv2.resize(image_array, (width, height), interpolation = cv2.INTER_AREA) + return F.resize_image_array(image_array, width, height) @staticmethod def _generate_width_height(width: int, height: int, image_width: int, image_height: int, aspect_ratio: Union[Tuple[int, int], str]) -> Tuple[int, int]: @@ -54,7 +56,7 @@ def _generate_width_height(width: int, height: int, image_width: int, image_heig ratio = aspect_ratio[0] / aspect_ratio[1] height = width / ratio - return width, height + return int(width), int(height) class RandomResize(Transform): def __init__(self, width_range: Tuple[float, float] = None, height_range: Tuple[float, float] = None, aspect_ratio: Union[Tuple[int, int], str] = None): @@ -79,9 +81,11 @@ def __init__(self, scale_width: float = None, scale_height: float = None, aspect def transform(self, image_array: np.ndarray) -> np.ndarray: image_height, image_width, _ = image_array.shape - scale_width, scale_height = Resize._generate_width_height(self.scale_width, self.scale_height, image_width, image_height, self.aspect_ratio) + scale_width, scale_height = Scale._generate_scale_width_height(self.scale_width, self.scale_height, image_width, image_height, self.aspect_ratio) return Scale.scale(image_array, scale_width, scale_height) + AUTO_ASPECT_RATIO = 'auto' + @staticmethod def scale_length(length: int, scale: float) -> int: return int(length * scale) @@ -92,6 +96,28 @@ def scale(image_array: np.ndarray, scale_width: float, scale_height: float) -> n scaled_image_width = Scale.scale_length(image_width, scale_width) scaled_image_height = Scale.scale_length(image_height, scale_height) return Resize.resize(image_array, scaled_image_width, scaled_image_height) + + @staticmethod + def _generate_scale_width_height(scale_width: int, scale_height: int, image_width: int, image_height: int, aspect_ratio: Union[Tuple[int, int], str]) -> Tuple[float, float]: + if scale_width is None: + if aspect_ratio is None: + scale_width = 1 + elif aspect_ratio == Scale.AUTO_ASPECT_RATIO: + scale_width = scale_height + else: + width, _ = Resize._generate_width_height(None, image_height * scale_height, image_width, image_height, aspect_ratio) + scale_width = width / image_width + + if scale_height is None: + if aspect_ratio is None: + scale_height = 1 + elif aspect_ratio == Resize.AUTO_ASPECT_RATIO: + scale_height = scale_width + else: + _, height = Resize._generate_width_height(image_width * scale_width, None, image_width, image_height, aspect_ratio) + scale_height = height / image_height + + return float(scale_width), float(scale_height) class RandomScale(Transform): def __init__(self, scale_width_range: Tuple[float, float] = None, scale_height_range: Tuple[float, float] = None, aspect_ratio: Union[Tuple[int, int], str] = None): From 3529f97ffd05858dff510fb7a866baa2d8453fba Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 20 Oct 2022 23:50:50 +0700 Subject: [PATCH 033/116] add tests filter, transform, comparator --- tests/integration_test.py | 17 + tests/test_utils.py/test_comparator.py | 74 ++++ tests/test_utils.py/test_filter.py | 84 ++++ tests/test_utils.py/test_transform.py | 587 +++++++++++++++++++++++++ 4 files changed, 762 insertions(+) create mode 100644 tests/test_utils.py/test_comparator.py create mode 100644 tests/test_utils.py/test_filter.py create mode 100644 tests/test_utils.py/test_transform.py diff --git a/tests/integration_test.py b/tests/integration_test.py index c93376f..97d612d 100644 --- a/tests/integration_test.py +++ b/tests/integration_test.py @@ -4,6 +4,9 @@ from patchmentation.collections import Image from patchmentation.utils import validator from patchmentation.utils import loader +from patchmentation.utils import filter +from patchmentation.utils import transform +from patchmentation.utils import Comparator from patchmentation import patch_augmentation SAMPLE_PATCHMENTATION_FOLDER_IMAGES = 'dataset/sample_patchmentation/source/obj_train_data/' @@ -35,3 +38,17 @@ def test_patch_augmentation_2(): imagePatch = patch_augmentation(patches, background_image) validator.validate_ImagePatch(imagePatch) + +def test_patch_augmentation_3(): + actions = [ + transform.Resize(width=200, aspect_ratio='auto'), + transform.RandomScale([0.8, 1.2], [0.9, 1.1]), + filter.FilterHeight(400, Comparator.LessEqual) + ] + + dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) + background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_1) + + patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches + imagePatch = patch_augmentation(patches, background_image, actions=actions) + validator.validate_ImagePatch(imagePatch) \ No newline at end of file diff --git a/tests/test_utils.py/test_comparator.py b/tests/test_utils.py/test_comparator.py new file mode 100644 index 0000000..59a0b44 --- /dev/null +++ b/tests/test_utils.py/test_comparator.py @@ -0,0 +1,74 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from patchmentation.utils import Comparator + +def test_comparator_equal_1(): + object1 = 5 + object2 = 5 + assert Comparator.Equal(object1, object2) + +def test_comparator_equal_2(): + object1 = 5 + object2 = 6 + assert not Comparator.Equal(object1, object2) + +def test_comparator_greater_1(): + object1 = 4 + object2 = 5 + assert not Comparator.GreaterThan(object1, object2) + +def test_comparator_greater_2(): + object1 = 5 + object2 = 5 + assert not Comparator.GreaterThan(object1, object2) + +def test_comparator_greater_3(): + object1 = 6 + object2 = 5 + assert Comparator.GreaterThan(object1, object2) + +def test_comparator_greater_equal_1(): + object1 = 4 + object2 = 5 + assert not Comparator.GreaterEqual(object1, object2) + +def test_comparator_greater_equal_2(): + object1 = 5 + object2 = 5 + assert Comparator.GreaterEqual(object1, object2) + +def test_comparator_greater_equal_3(): + object1 = 6 + object2 = 5 + assert Comparator.GreaterEqual(object1, object2) + +def test_comparator_less_1(): + object1 = 4 + object2 = 5 + assert Comparator.LessThan(object1, object2) + +def test_comparator_less_2(): + object1 = 5 + object2 = 5 + assert not Comparator.LessThan(object1, object2) + +def test_comparator_less_3(): + object1 = 6 + object2 = 5 + assert not Comparator.LessThan(object1, object2) + +def test_comparator_less_equal_1(): + object1 = 4 + object2 = 5 + assert Comparator.LessEqual(object1, object2) + +def test_comparator_less_equal_2(): + object1 = 5 + object2 = 5 + assert Comparator.LessEqual(object1, object2) + +def test_comparator_less_equal_3(): + object1 = 6 + object2 = 5 + assert not Comparator.LessEqual(object1, object2) diff --git a/tests/test_utils.py/test_filter.py b/tests/test_utils.py/test_filter.py new file mode 100644 index 0000000..90d3590 --- /dev/null +++ b/tests/test_utils.py/test_filter.py @@ -0,0 +1,84 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from tests import helper +from patchmentation.utils import filter +from patchmentation.utils import Comparator + +def test_filter_width_1(): + width = 20 + comparator = Comparator.GreaterThan + filter_width = filter.FilterWidth(width, comparator) + + list_image_array = [ + helper.generate_image_array(10, 20), + helper.generate_image_array(20, 30), + helper.generate_image_array(30, 40), + helper.generate_image_array(30, 10), + helper.generate_image_array(25, 25), + ] + actual_filtered_image_array = filter_width(list_image_array) + expected_filtered_image_array = [ + list_image_array[2], + list_image_array[3], + list_image_array[4], + ] + assert helper.compare_unordered_list_equal(actual_filtered_image_array, expected_filtered_image_array) + +def test_filter_width_2(): + width = 20 + comparator = Comparator.LessEqual + filter_width = filter.FilterWidth(width, comparator) + + list_image_array = [ + helper.generate_image_array(10, 20), + helper.generate_image_array(20, 30), + helper.generate_image_array(30, 40), + helper.generate_image_array(30, 10), + helper.generate_image_array(25, 25), + ] + actual_filtered_image_array = filter_width(list_image_array) + expected_filtered_image_array = [ + list_image_array[0], + list_image_array[1], + ] + assert helper.compare_unordered_list_equal(actual_filtered_image_array, expected_filtered_image_array) + +def test_filter_height_1(): + height = 20 + comparator = Comparator.GreaterEqual + filter_height= filter.FilterHeight(height, comparator) + + list_image_array = [ + helper.generate_image_array(10, 20), + helper.generate_image_array(20, 30), + helper.generate_image_array(30, 40), + helper.generate_image_array(30, 10), + helper.generate_image_array(25, 25), + ] + actual_filtered_image_array = filter_height(list_image_array) + expected_filtered_image_array = [ + list_image_array[0], + list_image_array[1], + list_image_array[2], + list_image_array[4], + ] + assert helper.compare_unordered_list_equal(actual_filtered_image_array, expected_filtered_image_array) + +def test_filter_height_2(): + height = 20 + comparator = Comparator.Equal + filter_height= filter.FilterHeight(height, comparator) + + list_image_array = [ + helper.generate_image_array(10, 20), + helper.generate_image_array(20, 30), + helper.generate_image_array(30, 40), + helper.generate_image_array(30, 10), + helper.generate_image_array(25, 25), + ] + actual_filtered_image_array = filter_height(list_image_array) + expected_filtered_image_array = [ + list_image_array[0] + ] + assert helper.compare_unordered_list_equal(actual_filtered_image_array, expected_filtered_image_array) diff --git a/tests/test_utils.py/test_transform.py b/tests/test_utils.py/test_transform.py new file mode 100644 index 0000000..5754624 --- /dev/null +++ b/tests/test_utils.py/test_transform.py @@ -0,0 +1,587 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from tests import helper +from patchmentation.utils import transform + +import pytest + +def test_resize_1(): + width = None + height = None + aspect_ratio = None + with pytest.raises(TypeError): + transform.Resize(width, height, aspect_ratio) + +def test_resize_2(): + width = 60 + height = None + aspect_ratio = None + resize = transform.Resize(width, height, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 60 + expected_image_height = 40 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + +def test_resize_3(): + width = None + height = 60 + aspect_ratio = None + resize = transform.Resize(width, height, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 20 + expected_image_height = 60 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + +def test_resize_4(): + width = 80 + height = 60 + aspect_ratio = None + resize = transform.Resize(width, height, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 80 + expected_image_height = 60 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + +def test_resize_5(): + width = 80 + height = None + aspect_ratio = 'auto' + resize = transform.Resize(width, height, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 80 + expected_image_height = 160 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) + +def test_resize_6(): + width = None + height = 20 + aspect_ratio = 'auto' + resize = transform.Resize(width, height, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 10 + expected_image_height = 20 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) + +def test_resize_7(): + width = 40 + height = None + aspect_ratio = (2, 1) + resize = transform.Resize(width, height, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 40 + expected_image_height = 20 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height) + +def test_resize_8(): + width = None + height = 60 + aspect_ratio = (4, 8) + resize = transform.Resize(width, height, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 30 + expected_image_height = 60 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height) + +def test_resize_9(): + width = 100 + height = 60 + aspect_ratio = (4, 8) + resize = transform.Resize(width, height, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 100 + expected_image_height = 60 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + +def test_random_resize_1(): + width_range = (20, 40) + height_range = (40, 60) + aspect_ratio = None + random_resize = transform.RandomResize(width_range, height_range, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] + assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] + +def test_random_resize_2(): + width_range = (30, 40) + height_range = (50, 60) + aspect_ratio = None + random_resize = transform.RandomResize(width_range, height_range, aspect_ratio) + + image_width = 60 + image_height = 20 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] + assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] + +def test_random_resize_3(): + width_range = (20, 40) + height_range = None + aspect_ratio = None + random_resize = transform.RandomResize(width_range, height_range, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] + assert actual_image_height == image_height + +def test_random_resize_4(): + width_range = None + height_range = (50, 60) + aspect_ratio = None + random_resize = transform.RandomResize(width_range, height_range, aspect_ratio) + + image_width = 60 + image_height = 20 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + assert actual_image_width == image_width + assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] + +def test_random_resize_5(): + width_range = (20, 40) + height_range = None + aspect_ratio = 'auto' + random_resize = transform.RandomResize(width_range, height_range, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] + assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) + +def test_random_resize_6(): + width_range = None + height_range = (50, 60) + aspect_ratio = 'auto' + random_resize = transform.RandomResize(width_range, height_range, aspect_ratio) + + image_width = 60 + image_height = 20 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] + assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) + +def test_random_resize_7(): + width_range = (20, 40) + height_range = None + aspect_ratio = (1, 3) + random_resize = transform.RandomResize(width_range, height_range, aspect_ratio) + + image_width = 20 + image_height = 40 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.01) + +def test_random_resize_8(): + width_range = None + height_range = (50, 60) + aspect_ratio = (3, 2) + random_resize = transform.RandomResize(width_range, height_range, aspect_ratio) + + image_width = 60 + image_height = 20 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_resize(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.01) + +def test_random_resize_9(): + width_range = None + height_range = None + aspect_ratio = None + with pytest.raises(TypeError): + transform.RandomResize(width_range, height_range, aspect_ratio) + +def test_scale_1(): + scale_width = None + scale_height = None + aspect_ratio = None + with pytest.raises(TypeError): + transform.Scale(scale_width, scale_height, aspect_ratio) + +def test_scale_2(): + scale_width = 1.5 + scale_height = None + aspect_ratio = None + scale = transform.Scale(scale_width, scale_height, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 60 + expected_image_height = 60 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + +def test_scale_3(): + scale_width = None + scale_height = 0.4 + aspect_ratio = None + scale = transform.Scale(scale_width, scale_height, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 40 + expected_image_height = 24 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + +def test_scale_4(): + scale_width = 0.8 + scale_height = 1.2 + aspect_ratio = None + scale = transform.Scale(scale_width, scale_height, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 32 + expected_image_height = 72 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + +def test_scale_5(): + scale_width = 2.0 + scale_height = 0.5 + aspect_ratio = 'auto' + scale = transform.Scale(scale_width, scale_height, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 80 + expected_image_height = 30 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + +def test_scale_6(): + scale_width = 0.8 + scale_height = None + aspect_ratio = 'auto' + scale = transform.Scale(scale_width, scale_height, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 32 + expected_image_height = 48 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) + +def test_scale_7(): + scale_width = None + scale_height = 0.5 + aspect_ratio = 'auto' + scale = transform.Scale(scale_width, scale_height, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 20 + expected_image_height = 30 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) + +def test_scale_8(): + scale_width = None + scale_height = 0.5 + aspect_ratio = (1, 2) + scale = transform.Scale(scale_width, scale_height, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 15 + expected_image_height = 30 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height) + +def test_scale_9(): + scale_width = 1.5 + scale_height = None + aspect_ratio = (3, 1) + scale = transform.Scale(scale_width, scale_height, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + expected_image_width = 60 + expected_image_height = 20 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height) + +def test_random_scale_1(): + scale_width_range = None + scale_height_range = None + aspect_ratio = None + with pytest.raises(TypeError): + transform.RandomScale(scale_width_range, scale_height_range, aspect_ratio) + +def test_random_scale_2(): + scale_width_range = (0.5, 1.5) + scale_height_range = None + aspect_ratio = None + random_scale = transform.RandomScale(scale_width_range, scale_height_range, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + actual_image_width_scale = actual_image_width / image_width + actual_image_height_scale = actual_image_height / image_height + expected_image_height = 60 + assert actual_image_height == expected_image_height + assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] + assert helper.compare_float_equal(actual_image_height_scale, 1.0) + +def test_random_scale_3(): + scale_width_range = None + scale_height_range = (1.5, 2.0) + aspect_ratio = None + random_scale = transform.RandomScale(scale_width_range, scale_height_range, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + actual_image_width_scale = actual_image_width / image_width + actual_image_height_scale = actual_image_height / image_height + expected_image_width = 40 + assert actual_image_width == expected_image_width + assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] + assert helper.compare_float_equal(actual_image_width_scale, 1.0) + +def test_random_scale_4(): + scale_width_range = (0.5, 0.8) + scale_height_range = (1.5, 2.0) + aspect_ratio = None + random_scale = transform.RandomScale(scale_width_range, scale_height_range, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + actual_image_width_scale = actual_image_width / image_width + actual_image_height_scale = actual_image_height / image_height + assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] + assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] + +def test_random_scale_5(): + scale_width_range = (0.5, 1.5) + scale_height_range = None + aspect_ratio = 'auto' + random_scale = transform.RandomScale(scale_width_range, scale_height_range, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + actual_image_width_scale = actual_image_width / image_width + actual_image_height_scale = actual_image_height / image_height + assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] + assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height, epsilon=0.1) + +def test_random_scale_6(): + scale_width_range = None + scale_height_range = (1.5, 2.0) + aspect_ratio = 'auto' + random_scale = transform.RandomScale(scale_width_range, scale_height_range, aspect_ratio) + + image_width = 40 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + actual_image_width_scale = actual_image_width / image_width + actual_image_height_scale = actual_image_height / image_height + assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] + assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height, epsilon=0.1) + +def test_random_scale_7(): + scale_width_range = (0.5, 1.5) + scale_height_range = None + aspect_ratio = (2, 1) + random_scale = transform.RandomScale(scale_width_range, scale_height_range, aspect_ratio) + + image_width = 80 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + actual_image_width_scale = actual_image_width / image_width + actual_image_height_scale = actual_image_height / image_height + assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.1) + +def test_random_scale_8(): + scale_width_range = None + scale_height_range = (1.5, 2.0) + aspect_ratio = (1, 3) + random_scale = transform.RandomScale(scale_width_range, scale_height_range, aspect_ratio) + + image_width = 80 + image_height = 60 + image_array = helper.generate_image_array(image_width, image_height) + resized_image_array = random_scale(image_array) + actual_image_height, actual_image_width, _ = resized_image_array.shape + actual_image_width_scale = actual_image_width / image_width + actual_image_height_scale = actual_image_height / image_height + assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.1) + +def test_grayscale(): + grayscale = transform.Grayscale() + image_array = helper.generate_image_array() + grayscale_image_array = grayscale(image_array) + assert helper.check_grayscale(grayscale_image_array) + +def test_random_grayscale_1(): + p = 0.1 + random_grayscale = transform.RandomGrayscale(p) + image_array = helper.generate_image_array(5, 5) + + sample = 0 + positive = 0 + + iteration = 500 + for _ in range(iteration): + sample += 1 + grayscale_image_array = random_grayscale(image_array) + if helper.check_grayscale(grayscale_image_array): + positive += 1 + + actual_p = positive / sample + if not helper.compare_float_equal(actual_p, p, epsilon=0.1): + iteration = 1000 + for _ in range(iteration): + sample += 1 + grayscale_image_array = random_grayscale(image_array) + if helper.check_grayscale(grayscale_image_array): + positive += 1 + + actual_p = positive / sample + assert helper.compare_float_equal(actual_p, p, epsilon=0.1) + +def test_random_grayscale_2(): + p = 0.85 + random_grayscale = transform.RandomGrayscale(p) + image_array = helper.generate_image_array(5, 5) + + sample = 0 + positive = 0 + + iteration = 500 + for _ in range(iteration): + sample += 1 + grayscale_image_array = random_grayscale(image_array) + if helper.check_grayscale(grayscale_image_array): + positive += 1 + + actual_p = positive / sample + if not helper.compare_float_equal(actual_p, p, epsilon=0.1): + iteration = 1000 + for _ in range(iteration): + sample += 1 + grayscale_image_array = random_grayscale(image_array) + if helper.check_grayscale(grayscale_image_array): + positive += 1 + + actual_p = positive / sample + assert helper.compare_float_equal(actual_p, p, epsilon=0.1) From 53684e8d3d9db02091ed3be68386cfcfcd5edfec Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 20 Oct 2022 23:51:33 +0700 Subject: [PATCH 034/116] rename test_utils folder --- tests/{test_utils.py => test_utils}/test_comparator.py | 0 tests/{test_utils.py => test_utils}/test_filter.py | 0 tests/{test_utils.py => test_utils}/test_functional.py | 0 tests/{test_utils.py => test_utils}/test_helper.py | 0 tests/{test_utils.py => test_utils}/test_loader.py | 0 tests/{test_utils.py => test_utils}/test_transform.py | 0 6 files changed, 0 insertions(+), 0 deletions(-) rename tests/{test_utils.py => test_utils}/test_comparator.py (100%) rename tests/{test_utils.py => test_utils}/test_filter.py (100%) rename tests/{test_utils.py => test_utils}/test_functional.py (100%) rename tests/{test_utils.py => test_utils}/test_helper.py (100%) rename tests/{test_utils.py => test_utils}/test_loader.py (100%) rename tests/{test_utils.py => test_utils}/test_transform.py (100%) diff --git a/tests/test_utils.py/test_comparator.py b/tests/test_utils/test_comparator.py similarity index 100% rename from tests/test_utils.py/test_comparator.py rename to tests/test_utils/test_comparator.py diff --git a/tests/test_utils.py/test_filter.py b/tests/test_utils/test_filter.py similarity index 100% rename from tests/test_utils.py/test_filter.py rename to tests/test_utils/test_filter.py diff --git a/tests/test_utils.py/test_functional.py b/tests/test_utils/test_functional.py similarity index 100% rename from tests/test_utils.py/test_functional.py rename to tests/test_utils/test_functional.py diff --git a/tests/test_utils.py/test_helper.py b/tests/test_utils/test_helper.py similarity index 100% rename from tests/test_utils.py/test_helper.py rename to tests/test_utils/test_helper.py diff --git a/tests/test_utils.py/test_loader.py b/tests/test_utils/test_loader.py similarity index 100% rename from tests/test_utils.py/test_loader.py rename to tests/test_utils/test_loader.py diff --git a/tests/test_utils.py/test_transform.py b/tests/test_utils/test_transform.py similarity index 100% rename from tests/test_utils.py/test_transform.py rename to tests/test_utils/test_transform.py From 6a531109ecceaf8a94b5db7076f723fe2d0f2329 Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 20 Oct 2022 23:53:09 +0700 Subject: [PATCH 035/116] add dummy filter and transform to streamlit, will be fix at another pr --- streamlit/app.py | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/streamlit/app.py b/streamlit/app.py index 394afc7..cdb2008 100644 --- a/streamlit/app.py +++ b/streamlit/app.py @@ -4,6 +4,7 @@ from patchmentation.utils import loader from patchmentation.utils import functional as F from patchmentation import patch_augmentation +from patchmentation.utils import transform, filter, Comparator import os import streamlit as st @@ -61,15 +62,16 @@ def section_patch_augmentation(dataset, background_image): cols = st.columns([2, 1, 1]) with cols[0]: visibility_threshold = st.number_input('Visibility Threshold', min_value=0.0, max_value=1.0, value=0.5, step=0.05) - with cols[1]: - min_scale_range = st.number_input('Min. Scale Range', min_value=0.0, max_value=1.0, value=0.5, step=0.05) - with cols[2]: - max_scale_range = st.number_input('Max. Scale Range', min_value=0.0, max_value=1.0, value=1.0, step=0.05) - + patches = [] for image_patch in dataset.image_patches: patches += image_patch.patches - return patch_augmentation(patches, background_image, visibility_threshold, scale_range=(min_scale_range, max_scale_range)) + actions = [ + transform.Resize(width=50, aspect_ratio='auto'), + transform.RandomScale([0.8, 1.2], [0.9, 1.1]), + filter.FilterHeight(400, Comparator.LessEqual) + ] + return patch_augmentation(patches, background_image, visibility_threshold, actions=actions) def section_display_result(result): st.subheader('Result') From 7cb57e54909047169676f3c6bf240c155d0e76de Mon Sep 17 00:00:00 2001 From: William Justin Date: Sat, 22 Oct 2022 17:44:18 +0700 Subject: [PATCH 036/116] support image array with classes filtering --- patchmentation/collections/image_patch.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/patchmentation/collections/image_patch.py b/patchmentation/collections/image_patch.py index a22375a..10373fb 100644 --- a/patchmentation/collections/image_patch.py +++ b/patchmentation/collections/image_patch.py @@ -20,7 +20,7 @@ def summary(self) -> None: f'Number of patches: {len(self.patches)}\n' ) - def image_array(self, **kwargs) -> np.ndarray: + def image_array(self, classes: List[str] = None, **kwargs) -> np.ndarray: rectangle_color = kwargs.get('rectangle_color', (255, 0, 0)) rectangle_thickness = kwargs.get('rectangle_thickness', 1) font = kwargs.get('font', cv2.FONT_HERSHEY_SIMPLEX) @@ -31,6 +31,7 @@ def image_array(self, **kwargs) -> np.ndarray: array = self.image.image_array() for patch in self.patches: + if classes is not None and patch.class_name not in classes: continue xmin, ymin, xmax, ymax = patch.bbox class_name = patch.class_name array = cv2.rectangle(array, (xmin, ymin), (xmax, ymax), rectangle_color, rectangle_thickness) From 2cf78c425e9bf5fe20305ccc04dbfcd1c5f9e747 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 23 Oct 2022 01:36:59 +0700 Subject: [PATCH 037/116] add methods to patch --- patchmentation/collections/patch.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/patchmentation/collections/patch.py b/patchmentation/collections/patch.py index aa2bf2a..ae84fca 100644 --- a/patchmentation/collections/patch.py +++ b/patchmentation/collections/patch.py @@ -26,3 +26,15 @@ def image_array(self) -> np.ndarray: array = self.image.image_array() array = F.crop_image_array(array, self.bbox) return array + + def shape(self) -> Tuple[int, int, int]: + return self.image_array().shape + + def width(self): + return self.shape()[1] + + def height(self): + return self.shape()[0] + + def channel(self): + return self.shape()[2] From 1146cf6323d0959c21d0731d9610172382d961dc Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 23 Oct 2022 01:38:37 +0700 Subject: [PATCH 038/116] add converter --- patchmentation/utils/__init__.py | 1 + patchmentation/utils/converter.py | 15 +++++++++++++++ tests/test_utils/test_converter.py | 25 +++++++++++++++++++++++++ 3 files changed, 41 insertions(+) create mode 100644 patchmentation/utils/converter.py create mode 100644 tests/test_utils/test_converter.py diff --git a/patchmentation/utils/__init__.py b/patchmentation/utils/__init__.py index bea42dc..9ce475b 100644 --- a/patchmentation/utils/__init__.py +++ b/patchmentation/utils/__init__.py @@ -3,4 +3,5 @@ from . import validator from . import transform from . import filter +from . import converter from .comparator import Comparator \ No newline at end of file diff --git a/patchmentation/utils/converter.py b/patchmentation/utils/converter.py new file mode 100644 index 0000000..5f7c675 --- /dev/null +++ b/patchmentation/utils/converter.py @@ -0,0 +1,15 @@ +from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset +from patchmentation.utils import loader + +import numpy as np + +def array2image(image_array: np.ndarray) -> Image: + return loader.save_image_array_temporary(image_array) + +def image2patch(image: Image, class_name: str = None) -> Patch: + height, width, _ = image.shape() + return Patch(image, BBox(0, 0, width, height), class_name) + +def array2patch(image_array: np.ndarray, class_name: str = None) -> Patch: + image = array2image(image_array) + return image2patch(image, class_name) diff --git a/tests/test_utils/test_converter.py b/tests/test_utils/test_converter.py new file mode 100644 index 0000000..11c9db3 --- /dev/null +++ b/tests/test_utils/test_converter.py @@ -0,0 +1,25 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from patchmentation.utils import converter +from tests import helper + +def test_array2image(): + image_array = helper.generate_image_array() + image = converter.array2image(image_array) + assert (image.image_array() == image_array).all() + +def test_image2patch(): + image = helper.generate_Image() + class_name = helper.generate_class_name() + patch = converter.image2patch(image, class_name) + assert patch.class_name == class_name + assert patch.image is image + assert (patch.image_array() == image.image_array()).all() + +def test_array2patch(): + image_array = helper.generate_image_array() + class_name = helper.generate_class_name() + patch = converter.array2patch(image_array, class_name) + assert patch.class_name == class_name + assert (patch.image_array() == image_array).all() From 632a1e7fcb5d27aa202c720f8c2000c33c8b1a92 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 23 Oct 2022 01:39:43 +0700 Subject: [PATCH 039/116] fix patch augmentation and modify filter --- patchmentation/patchmentation.py | 18 +----- patchmentation/utils/filter.py | 25 ++++---- patchmentation/utils/functional.py | 2 + tests/test_utils/test_filter.py | 93 +++++++++++++++-------------- tests/test_utils/test_functional.py | 34 +++++++++++ 5 files changed, 99 insertions(+), 73 deletions(-) diff --git a/patchmentation/patchmentation.py b/patchmentation/patchmentation.py index 238d196..ce85859 100644 --- a/patchmentation/patchmentation.py +++ b/patchmentation/patchmentation.py @@ -3,7 +3,7 @@ from patchmentation.utils import functional as F from patchmentation.utils.transform import Transform from patchmentation.utils.filter import Filter - +from patchmentation.utils import converter import random from typing import List, Tuple, Union @@ -15,24 +15,12 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi background_image_array = loader.load_image_array(image) background_image_height, background_image_width, _ = background_image_array.shape - list_image_array = [] - for patch in patches: - image_array = patch.image_array() - list_image_array.append(image_array) - if actions is not None: for action in actions: if isinstance(action, Transform): - list_image_array = [action.transform(image_array) for image_array in list_image_array] + patches = [converter.array2patch(action.transform(patch.image_array()), patch.class_name) for patch in patches] if isinstance(action, Filter): - list_image_array = action.filter(list_image_array) - - patches = [] - for image_array in list_image_array: - image = loader.save_image_array_temporary(image_array) - height, width, _ = image_array.shape - patch = Patch(image, BBox(0, 0, width, height)) - patches.append(patch) + patches = action.filter(patches) ATTR_TARGET_BBOX = 'target_bbox' diff --git a/patchmentation/utils/filter.py b/patchmentation/utils/filter.py index 0ebf95c..d96ca7f 100644 --- a/patchmentation/utils/filter.py +++ b/patchmentation/utils/filter.py @@ -5,12 +5,14 @@ import numpy as np from typing import List +from patchmentation.collections import Patch + class Filter(ABC): - def __call__(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: - return self.filter(list_image_array) + def __call__(self, patches: List[Patch]) -> List[Patch]: + return self.filter(patches) @abstractmethod - def filter(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: + def filter(self, patches: List[Patch]) -> List[Patch]: pass class FilterWidth(Filter): @@ -18,12 +20,12 @@ def __init__(self, width: int, comparator: Comparator): self.width = width self.comparator = comparator - def filter(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: + def filter(self, patches: List[Patch]) -> List[Patch]: result = [] - for image_array in list_image_array: - _, width, _ = image_array.shape + for patch in patches: + width = patch.width() if self.comparator(width, self.width): - result.append(image_array) + result.append(patch) return result class FilterHeight(Filter): @@ -31,11 +33,10 @@ def __init__(self, height: int, comparator: Comparator): self.height = height self.comparator = comparator - def filter(self, list_image_array: List[np.ndarray]) -> List[np.ndarray]: + def filter(self, patches: List[Patch]) -> List[Patch]: result = [] - for image_array in list_image_array: - height, _, _ = image_array.shape + for patch in patches: + height = patch.height() if self.comparator(height, self.height): - result.append(image_array) + result.append(patch) return result - diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index fe9b625..ec66182 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -43,6 +43,8 @@ def scale_bbox(bbox: BBox, scale: float) -> BBox: return BBox(xmin, ymin, xmax, ymax) def visibility_suppression(patches: List[Patch], visibility_threshold: float, non_removal_patches: List[Patch] = None, **kwargs) -> List[Patch]: + if len(patches) == 0: return [] + attr_bbox = kwargs.get('attr_bbox', 'bbox') attr_non_removal_patches_bbox = kwargs.get('attr_non_removal_patches_bbox', 'bbox') diff --git a/tests/test_utils/test_filter.py b/tests/test_utils/test_filter.py index 90d3590..74e39fa 100644 --- a/tests/test_utils/test_filter.py +++ b/tests/test_utils/test_filter.py @@ -4,81 +4,82 @@ from tests import helper from patchmentation.utils import filter from patchmentation.utils import Comparator +from patchmentation.utils import converter def test_filter_width_1(): width = 20 comparator = Comparator.GreaterThan filter_width = filter.FilterWidth(width, comparator) - list_image_array = [ - helper.generate_image_array(10, 20), - helper.generate_image_array(20, 30), - helper.generate_image_array(30, 40), - helper.generate_image_array(30, 10), - helper.generate_image_array(25, 25), + patches = [ + converter.array2patch(helper.generate_image_array(10, 20)), + converter.array2patch(helper.generate_image_array(20, 30)), + converter.array2patch(helper.generate_image_array(30, 40)), + converter.array2patch(helper.generate_image_array(30, 10)), + converter.array2patch(helper.generate_image_array(25, 25)), ] - actual_filtered_image_array = filter_width(list_image_array) - expected_filtered_image_array = [ - list_image_array[2], - list_image_array[3], - list_image_array[4], + actual_filtered_patches = filter_width(patches) + expected_filtered_patches = [ + patches[2], + patches[3], + patches[4], ] - assert helper.compare_unordered_list_equal(actual_filtered_image_array, expected_filtered_image_array) + assert helper.compare_unordered_list_equal(actual_filtered_patches, expected_filtered_patches) def test_filter_width_2(): width = 20 comparator = Comparator.LessEqual filter_width = filter.FilterWidth(width, comparator) - list_image_array = [ - helper.generate_image_array(10, 20), - helper.generate_image_array(20, 30), - helper.generate_image_array(30, 40), - helper.generate_image_array(30, 10), - helper.generate_image_array(25, 25), + patches = [ + converter.array2patch(helper.generate_image_array(10, 20)), + converter.array2patch(helper.generate_image_array(20, 30)), + converter.array2patch(helper.generate_image_array(30, 40)), + converter.array2patch(helper.generate_image_array(30, 10)), + converter.array2patch(helper.generate_image_array(25, 25)), ] - actual_filtered_image_array = filter_width(list_image_array) - expected_filtered_image_array = [ - list_image_array[0], - list_image_array[1], + actual_filtered_patches = filter_width(patches) + expected_filtered_patches = [ + patches[0], + patches[1], ] - assert helper.compare_unordered_list_equal(actual_filtered_image_array, expected_filtered_image_array) + assert helper.compare_unordered_list_equal(actual_filtered_patches, expected_filtered_patches) def test_filter_height_1(): height = 20 comparator = Comparator.GreaterEqual filter_height= filter.FilterHeight(height, comparator) - list_image_array = [ - helper.generate_image_array(10, 20), - helper.generate_image_array(20, 30), - helper.generate_image_array(30, 40), - helper.generate_image_array(30, 10), - helper.generate_image_array(25, 25), + patches = [ + converter.array2patch(helper.generate_image_array(10, 20)), + converter.array2patch(helper.generate_image_array(20, 30)), + converter.array2patch(helper.generate_image_array(30, 40)), + converter.array2patch(helper.generate_image_array(30, 10)), + converter.array2patch(helper.generate_image_array(25, 25)), ] - actual_filtered_image_array = filter_height(list_image_array) - expected_filtered_image_array = [ - list_image_array[0], - list_image_array[1], - list_image_array[2], - list_image_array[4], + actual_filtered_patches = filter_height(patches) + expected_filtered_patches = [ + patches[0], + patches[1], + patches[2], + patches[4], ] - assert helper.compare_unordered_list_equal(actual_filtered_image_array, expected_filtered_image_array) + assert helper.compare_unordered_list_equal(actual_filtered_patches, expected_filtered_patches) def test_filter_height_2(): height = 20 comparator = Comparator.Equal filter_height= filter.FilterHeight(height, comparator) - list_image_array = [ - helper.generate_image_array(10, 20), - helper.generate_image_array(20, 30), - helper.generate_image_array(30, 40), - helper.generate_image_array(30, 10), - helper.generate_image_array(25, 25), + patches = [ + converter.array2patch(helper.generate_image_array(10, 20)), + converter.array2patch(helper.generate_image_array(20, 30)), + converter.array2patch(helper.generate_image_array(30, 40)), + converter.array2patch(helper.generate_image_array(30, 10)), + converter.array2patch(helper.generate_image_array(25, 25)), ] - actual_filtered_image_array = filter_height(list_image_array) - expected_filtered_image_array = [ - list_image_array[0] + actual_filtered_patches = filter_height(patches) + expected_filtered_patches = [ + patches[0] ] - assert helper.compare_unordered_list_equal(actual_filtered_image_array, expected_filtered_image_array) + assert helper.compare_unordered_list_equal(actual_filtered_patches, expected_filtered_patches) diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index ed5a051..b64e6e2 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -357,6 +357,40 @@ def test_visibility_suppression_10(): expected_patches = [patch_2, patch_3] assert actual_patches == expected_patches +def test_visibility_suppression_11(): + INF = float('inf') + patch_1 = Patch(None, BBox(0, 0, 5, 5), None) + patch_2 = Patch(None, BBox(5, 5, 10, 10), None) + patch_3 = Patch(None, BBox(0, 5, 5, 15), None) + patch_4 = Patch(None, BBox(-5, -10, 5, 10), None) + patch_5 = Patch(None, BBox(-INF, 3, INF, 5), None) + patch_6 = Patch(None, BBox(INF, 0, INF, INF), None) + patches = [] + visibility_threshold = 0.4 + non_removal_patches = [patch_4, patch_5, patch_6] + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = 'bbox' + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) + expected_patches = [] + assert actual_patches == expected_patches + +def test_visibility_suppression_12(): + INF = float('inf') + patch_1 = Patch(None, BBox(0, 0, 5, 5), None) + patch_2 = Patch(None, BBox(5, 5, 10, 10), None) + patch_3 = Patch(None, BBox(0, 5, 5, 15), None) + patch_4 = Patch(None, BBox(-5, -10, 5, 10), None) + patch_5 = Patch(None, BBox(-INF, 3, INF, 5), None) + patch_6 = Patch(None, BBox(INF, 0, INF, INF), None) + patches = [patch_1, patch_2, patch_3] + visibility_threshold = 0.4 + non_removal_patches = [] + attr_bbox = 'bbox' + attr_non_removal_patches_bbox = 'bbox' + actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) + expected_patches = [patch_1, patch_2, patch_3] + assert actual_patches == expected_patches + def test_resize_image_array_1(): width = 10 height = 20 From 9ab86f73223a3e62ce60d9166e219c3212914be9 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 23 Oct 2022 01:39:55 +0700 Subject: [PATCH 040/116] add streamlit --- Streamlit/__init__.py | 2 + Streamlit/app.py | 30 +++ Streamlit/page.py | 30 +++ Streamlit/section.py | 490 ++++++++++++++++++++++++++++++++++++++++++ requirements.txt | 1 + streamlit/app.py | 89 -------- 6 files changed, 553 insertions(+), 89 deletions(-) create mode 100644 Streamlit/__init__.py create mode 100644 Streamlit/app.py create mode 100644 Streamlit/page.py create mode 100644 Streamlit/section.py delete mode 100644 streamlit/app.py diff --git a/Streamlit/__init__.py b/Streamlit/__init__.py new file mode 100644 index 0000000..64a66ee --- /dev/null +++ b/Streamlit/__init__.py @@ -0,0 +1,2 @@ +from . import section +from . import page \ No newline at end of file diff --git a/Streamlit/app.py b/Streamlit/app.py new file mode 100644 index 0000000..2c9c271 --- /dev/null +++ b/Streamlit/app.py @@ -0,0 +1,30 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +import page + +import streamlit as st +from streamlit_option_menu import option_menu + +def main(): + MENU_DATASET = 'Dataset' + MENU_PATCHMENTATION = 'Patchmentation' + + with st.sidebar: + menu = option_menu( + 'Main Menu', + [ + MENU_DATASET, + MENU_PATCHMENTATION + ], + default_index=0 + ) + + if menu == MENU_DATASET: + page.dataset() + + if menu == MENU_PATCHMENTATION: + page.patchmentation() + +if __name__ == '__main__': + main() diff --git a/Streamlit/page.py b/Streamlit/page.py new file mode 100644 index 0000000..501c318 --- /dev/null +++ b/Streamlit/page.py @@ -0,0 +1,30 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +import section +from patchmentation import patch_augmentation + +import streamlit as st + +def dataset(key: str = 'page-dataset'): + dataset = section.dataset(key=f'{key}-dataset') + section.display_dataset(dataset, key=f'{key}-display_dataset') + +def patchmentation(key: str = 'page-patchmentation'): + dataset = section.dataset(key=f'{key}-dataset') + background_image = section.background_image(key=f'{key}-background_image') + actions = section.input_actions(key=f'{key}-input_actions') + conf = section.patchmentation_configuration(key=f'{key}-patchmentation_conf') + + if dataset is None: + st.error(f'ERROR: Invalid dataset') + return + + patches = [] + for image_patch in dataset.image_patches: + for patch in image_patch.patches: + patches.append(patch) + + result_image_patch = patch_augmentation(patches, background_image, conf.get('visibility_threshold', 0.5), actions) + section.display_image_patch(result_image_patch, key=f'{key}-display_result_image_patch') + \ No newline at end of file diff --git a/Streamlit/section.py b/Streamlit/section.py new file mode 100644 index 0000000..1bdd558 --- /dev/null +++ b/Streamlit/section.py @@ -0,0 +1,490 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) + +from patchmentation.collections import Image, Dataset, ImagePatch +from patchmentation.utils import loader +from patchmentation.utils import transform +from patchmentation.utils import filter +from patchmentation.utils import Comparator + +import streamlit as st +import extra_streamlit_components as stx +import numpy as np +from typing import List, Tuple, Union + +SAMPLE_FOLDER_IMAGES = 'dataset/sample_patchmentation/source/obj_train_data/' +SAMPLE_FOLDER_ANNOTATIONS = 'dataset/sample_patchmentation/source/obj_train_data/' +SAMPLE_FILE_NAMES = 'dataset/sample_patchmentation/source/obj.names' + +SAMPLE_BACKGROUND_IMAGE = 'dataset/sample_patchmentation/background/background_1.jpg' + +YOLO_FOLDER_IMAGES = 'dataset/sample_format_yolo/obj_train_data/' +YOLO_FOLDER_ANNOTATIONS = 'dataset/sample_format_yolo/obj_train_data/' +YOLO_FILE_NAMES = 'dataset/sample_format_yolo/obj.names' + +COCO_FOLDER_IMAGES = 'dataset/sample_format_coco/images/' +COCO_FILE_ANNOTATIONS = 'dataset/sample_format_coco/annotations/instances_default.json' + +PASCAL_VOC_FOLDER_IMAGES = 'dataset/sample_format_pascal_voc/JPEGImages/' +PASCAL_VOC_FOLDER_ANNOTATIONS = 'dataset/sample_format_pascal_voc/Annotations/' +PASCAL_VOC_FILE_IMAGESETS = 'dataset/sample_format_pascal_voc/ImageSets/Main/default.txt' +PASCAL_VOC_FILE_CLASSES = 'dataset/sample_format_pascal_voc/classes.txt' + +DATASET_SAMPLE = 'Sample' +DATASET_FORMAT_YOLO = 'YOLO' +DATASET_FORMAT_COCO = 'COCO' +DATASET_FORMAT_PASCAL_VOC = 'Pascal VOC' + +TRANSFORM_RESIZE = 'Resize' +TRANSFORM_RANDOM_RESIZE = 'Random Resize' +TRANSFORM_SCALE = 'Scale' +TRANSFORM_RANDOM_SCALE = 'Random Scale' +TRANSFORM_GRAYSCALE = 'Grayscale' +TRANSFORM_RANDOM_GRAYSCALE = 'Random Grayscale' +FILTER_WIDTH = 'Filter by Width' +FILTER_HEIGHT = 'Filter by Height' + +ASPECT_RATIO_NONE = None +ASPECT_RATIO_AUTO = 'auto' +ASPECT_RATIO_CUSTOM = 'custom' + +COMPARATOR_EQUAL = 'Equal' +COMPARATOR_LESS_THAN = 'Less Than' +COMPARATOR_LESS_EQUAL = 'Less Equal' +COMPARATOR_GREATER_THAN = 'Greater Than' +COMPARATOR_GREATER_EQUAL = 'Greater Equal' + +def dataset(key: str) -> Dataset: + st.subheader('Dataset') + tab = stx.tab_bar(data=[ + stx.TabBarItemData(id=DATASET_SAMPLE, title=DATASET_SAMPLE, description=None), + stx.TabBarItemData(id=DATASET_FORMAT_YOLO, title=DATASET_FORMAT_YOLO, description=None), + stx.TabBarItemData(id=DATASET_FORMAT_COCO, title=DATASET_FORMAT_COCO, description=None), + stx.TabBarItemData(id=DATASET_FORMAT_PASCAL_VOC, title=DATASET_FORMAT_PASCAL_VOC, description=None) + ]) + + if tab == DATASET_SAMPLE: + dataset = dataset_sample(f'{key}-tab_dataset_sample') + + elif tab == DATASET_FORMAT_YOLO: + dataset = dataset_yolo(f'{key}-tab_dataset_format_yolo') + + elif tab == DATASET_FORMAT_COCO: + dataset = dataset_coco(f'{key}-tab_dataset_format_coco') + + elif tab == DATASET_FORMAT_PASCAL_VOC: + dataset = dataset_pascal_voc(f'{key}-tab_dataset_format_pascal_voc') + + else: + dataset = dataset_sample(f'{key}-tab_dataset_sample_default') + + if dataset is None: + st.error(f'ERROR: Invalid dataset') + return None + else: + return dataset + +def dataset_sample(key: str) -> Dataset: + folder_images = st.text_input('Path to YOLO Images', SAMPLE_FOLDER_IMAGES, disabled=True, key=f'{key}-sample-folder_images') + folder_annotations = st.text_input('Path to YOLO Annotations', SAMPLE_FOLDER_ANNOTATIONS, disabled=True, key=f'{key}-sample-folder_annotations') + file_names = st.text_input('Path to YOLO Names', SAMPLE_FILE_NAMES, disabled=True, key=f'{key}-sample-file_names') + return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) + +def dataset_yolo(key: str) -> Dataset: + folder_images = st.text_input('Path to YOLO Images', YOLO_FOLDER_IMAGES, key=f'{key}-yolo-folder_images') + folder_annotations = st.text_input('Path to YOLO Annotations', YOLO_FOLDER_ANNOTATIONS, key=f'{key}-yolo-folder_annotations') + file_names = st.text_input('Path to YOLO Names', YOLO_FILE_NAMES, key=f'{key}-yolo-file_names') + return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) + +def dataset_coco(key: str) -> Dataset: + folder_images = st.text_input('Path to COCO Images', COCO_FOLDER_IMAGES, key=f'{key}-coco-folder_images') + file_annotations = st.text_input('Path to COCO Annotations', COCO_FILE_ANNOTATIONS, key=f'{key}-coco-file_annotations') + return loader.load_coco_dataset(folder_images, file_annotations) + +def dataset_pascal_voc(key: str) -> Dataset: + folder_images = st.text_input('Path to Pascal VOC Images', PASCAL_VOC_FOLDER_IMAGES, key=f'{key}-pascal-voc-folder_images') + folder_annotations = st.text_input('Path to Pascal VOC Annotations', PASCAL_VOC_FOLDER_ANNOTATIONS, key=f'{key}-pascal-voc-folder_annotations') + file_imagesets = st.text_input('Path to Pascal VOC Image Sets', PASCAL_VOC_FILE_IMAGESETS, key=f'{key}-pascal-voc-file_imagesets') + file_classes = st.text_input('Path to Pascal VOC Classes', PASCAL_VOC_FILE_CLASSES, key=f'{key}-pascal-voc-file_classes') + return loader.load_pascal_voc_dataset(folder_images, folder_annotations, file_imagesets, file_classes) + +def background_image(key: str) -> Image: + st.subheader('Background Image') + path = st.text_input('Path to Background Image', SAMPLE_BACKGROUND_IMAGE, key=f'{key}-background_image_path') + return loader.load_image(path) + +def display_dataset(dataset: Dataset, key: str) -> None: + st.subheader('Display Dataset') + col_images, col_right = st.columns([5, 1]) + + with col_right: + classes = input_classes(dataset.classes, key=f'{key}-classes') + index = st.number_input('Index', min_value=0, max_value=len(dataset.image_patches)-1, step=1, key=f'{key}-index_input') + + with col_images: + image_array = dataset.image_patches[index].image_array(classes) + display_image(image_array) + +def display_image(image_array: np.ndarray) -> None: + st.image(image_array, channels='BGR') + +def input_classes(classes: List[str], key: str) -> List[str]: + st.write('Classes') + checked_classes = [] + for class_name in classes: + if class_name is None: continue + checked = st.checkbox(class_name, True, key=f'{key}-{class_name}') + if checked: + checked_classes.append(class_name) + return checked_classes + +def display_image_patch(image_patch: ImagePatch, key: str) -> None: + st.subheader('Display Image Patch') + col_images, col_right = st.columns([5, 1]) + + with col_right: + classes = {patch.class_name for patch in image_patch.patches} + classes = input_classes(classes, key=f'{key}-classes') + + with col_images: + image_array = image_patch.image_array(classes) + display_image(image_array) + +def input_actions(key: str) -> List[Union[transform.Transform, filter.Filter]]: + st.subheader('Actions') + + actions_placeholder = st.empty() + + NUMBER_OF_ACTION = f'{key}-NUMBER-OF-ACTION' + if NUMBER_OF_ACTION not in st.session_state: + st.session_state[NUMBER_OF_ACTION] = 0 + + col = st.columns([1, 5]) + + with col[0]: + add_action = st.button('Add Action', key=f'{key}-add-action') + if add_action: + st.session_state[NUMBER_OF_ACTION] += 1 + + with col[1]: + remove_action = st.button('Remove Action', key=f'{key}-remove-action') + if remove_action: + if st.session_state[NUMBER_OF_ACTION] > 0: + st.session_state[NUMBER_OF_ACTION] -= 1 + + with actions_placeholder.container(): + actions = [] + number_of_action = int(st.session_state[NUMBER_OF_ACTION]) + for i in range(number_of_action): + action = input_action(key=f'{key}-action-{i}') + if action is not None: + actions.append(action) + + return actions + +def input_action(key: str) -> Union[transform.Transform, filter.Filter]: + + options = [ + None, + TRANSFORM_RESIZE, TRANSFORM_RANDOM_RESIZE, + TRANSFORM_SCALE, TRANSFORM_RANDOM_SCALE, + TRANSFORM_GRAYSCALE, TRANSFORM_RANDOM_GRAYSCALE, + FILTER_WIDTH, FILTER_HEIGHT + ] + action = st.selectbox('Action', options, key=f'{key}-selectbox-action') + + if action == TRANSFORM_RESIZE: + return input_transform_resize(key=f'{key}-transform-resize') + + if action == TRANSFORM_RANDOM_RESIZE: + return input_transform_random_resize(key=f'{key}-transform-random-resize') + + if action == TRANSFORM_SCALE: + return input_transform_scale(key=f'{key}-transform-scale') + + if action == TRANSFORM_RANDOM_SCALE: + return input_transform_random_scale(key=f'{key}-transform-random-scale') + + if action == TRANSFORM_GRAYSCALE: + return input_transform_grayscale(key=f'{key}-transform-grayscale') + + if action == TRANSFORM_RANDOM_GRAYSCALE: + return input_transform_random_grayscale(key=f'{key}-transform-random-grayscale') + + if action == FILTER_WIDTH: + return input_filter_width(key=f'{key}-filter-width') + + if action == FILTER_HEIGHT: + return input_filter_height(key=f'{key}-filter-height') + + return None + +def input_transform_resize(key: str) -> transform.Resize: + col = st.columns([1, 1, 1, 1, 1]) + + with col[0]: + width = _number_input(st.text_input('Width', None, key=f'{key}-width')) + + with col[1]: + height = _number_input(st.text_input('Height', None, key=f'{key}-height')) + + with col[2]: + disabled = False + if width is not None and height is not None: disabled = True + aspect_ratio = st.selectbox('Aspect Ratio', [ASPECT_RATIO_NONE, ASPECT_RATIO_AUTO, ASPECT_RATIO_CUSTOM], disabled=disabled, key=f'{key}-aspect-ratio') + + with col[3]: + disabled = False + if width is not None and height is not None: disabled = True + if aspect_ratio != ASPECT_RATIO_CUSTOM: disabled = True + aspect_ratio_width = st.number_input('Aspect Ratio - Width', min_value=1, max_value=None, step=1, disabled=disabled, key=f'{key}-aspect-ratio-width') + + with col[4]: + disabled = False + if width is not None and height is not None: disabled = True + if aspect_ratio != ASPECT_RATIO_CUSTOM: disabled = True + aspect_ratio_height = st.number_input('Aspect Ratio - Height', min_value=1, max_value=None, step=1, disabled=disabled, key=f'{key}-aspect-ratio-height') + + if aspect_ratio == ASPECT_RATIO_CUSTOM: + aspect_ratio = (aspect_ratio_width, aspect_ratio_height) + + if width is None and height is None: + st.error(f'ERROR: Both width and height could not be None') + return None + else: + return transform.Resize(width, height, aspect_ratio) + +def input_transform_random_resize(key: str) -> transform.RandomResize: + col_1 = st.columns([1, 1, 1, 1]) + + with col_1[0]: + min_width = _number_input(st.text_input('Min. Width', None, key=f'{key}-min-width'), key='width') + + with col_1[1]: + max_width = _number_input(st.text_input('Max. Width', None, key=f'{key}-max-width'), key='width') + + with col_1[2]: + min_height = _number_input(st.text_input('Min. Height', None, key=f'{key}-min-height'), key='height') + + with col_1[3]: + max_height = _number_input(st.text_input('Max. Height', None, key=f'{key}-max-height'), key='height') + + width = _range_input(min_width, max_width, key='width') + height = _range_input(min_height, max_height, key='height') + + if width is None and height is None: + st.error(f'ERROR: Both width and height could not be None') + + col_2 = st.columns([1, 1, 1]) + + with col_2[0]: + disabled = False + if width is not None and height is not None: disabled = True + aspect_ratio = st.selectbox('Aspect Ratio', [ASPECT_RATIO_NONE, ASPECT_RATIO_AUTO, ASPECT_RATIO_CUSTOM], disabled=disabled, key=f'{key}-aspect-ratio') + + with col_2[1]: + disabled = False + if width is not None and height is not None: disabled = True + if aspect_ratio != ASPECT_RATIO_CUSTOM: disabled = True + aspect_ratio_width = st.number_input('Aspect Ratio - Width', min_value=1, max_value=None, step=1, disabled=disabled, key=f'{key}-aspect-ratio-width') + + with col_2[2]: + disabled = False + if width is not None and height is not None: disabled = True + if aspect_ratio != ASPECT_RATIO_CUSTOM: disabled = True + aspect_ratio_height = st.number_input('Aspect Ratio - Height', min_value=1, max_value=None, step=1, disabled=disabled, key=f'{key}-aspect-ratio-height') + + if aspect_ratio == ASPECT_RATIO_CUSTOM: + aspect_ratio = (aspect_ratio_width, aspect_ratio_height) + + if width is None and height is None: + return None + else: + return transform.RandomResize(width, height, aspect_ratio) + +def input_transform_scale(key: str) -> transform.Scale: + col = st.columns([1, 1, 1, 1, 1]) + + with col[0]: + width = _float_input(st.text_input('Scale Width', None, key=f'{key}-width')) + + with col[1]: + height = _float_input(st.text_input('Scale Height', None, key=f'{key}-height')) + + with col[2]: + disabled = False + if width is not None and height is not None: disabled = True + aspect_ratio = st.selectbox('Aspect Ratio', [ASPECT_RATIO_NONE, ASPECT_RATIO_AUTO, ASPECT_RATIO_CUSTOM], disabled=disabled, key=f'{key}-aspect-ratio') + + with col[3]: + disabled = False + if width is not None and height is not None: disabled = True + if aspect_ratio != ASPECT_RATIO_CUSTOM: disabled = True + aspect_ratio_width = st.number_input('Aspect Ratio - Width', min_value=1, max_value=None, step=1, disabled=disabled, key=f'{key}-aspect-ratio-width') + + with col[4]: + disabled = False + if width is not None and height is not None: disabled = True + if aspect_ratio != ASPECT_RATIO_CUSTOM: disabled = True + aspect_ratio_height = st.number_input('Aspect Ratio - Height', min_value=1, max_value=None, step=1, disabled=disabled, key=f'{key}-aspect-ratio-height') + + if aspect_ratio == ASPECT_RATIO_CUSTOM: + aspect_ratio = (aspect_ratio_width, aspect_ratio_height) + + if width is None and height is None: + st.error(f'ERROR: Both width and height could not be None') + return None + else: + return transform.Scale(width, height, aspect_ratio) + +def input_transform_random_scale(key: str) -> transform.RandomScale: + col_1 = st.columns([1, 1, 1, 1]) + + with col_1[0]: + min_width = _float_input(st.text_input('Min. Scale Width', None, key=f'{key}-min-width'), key='scale width') + + with col_1[1]: + max_width = _float_input(st.text_input('Max. Scale Width', None, key=f'{key}-max-width'), key='scale width') + + with col_1[2]: + min_height = _float_input(st.text_input('Min. Scale Height', None, key=f'{key}-min-height'), key='scale height') + + with col_1[3]: + max_height = _float_input(st.text_input('Max. Scale Height', None, key=f'{key}-max-height'), key='scale height') + + width = _range_input(min_width, max_width, key='scale width') + height = _range_input(min_height, max_height, key='scale height') + + if width is None and height is None: + st.error(f'ERROR: Both width and height could not be None') + + col_2 = st.columns([1, 1, 1]) + + with col_2[0]: + disabled = False + if width is not None and height is not None: disabled = True + aspect_ratio = st.selectbox('Aspect Ratio', [ASPECT_RATIO_NONE, ASPECT_RATIO_AUTO, ASPECT_RATIO_CUSTOM], disabled=disabled, key=f'{key}-aspect-ratio') + + with col_2[1]: + disabled = False + if width is not None and height is not None: disabled = True + if aspect_ratio != ASPECT_RATIO_CUSTOM: disabled = True + aspect_ratio_width = st.number_input('Aspect Ratio - Width', min_value=1, max_value=None, step=1, disabled=disabled, key=f'{key}-aspect-ratio-width') + + with col_2[2]: + disabled = False + if width is not None and height is not None: disabled = True + if aspect_ratio != ASPECT_RATIO_CUSTOM: disabled = True + aspect_ratio_height = st.number_input('Aspect Ratio - Height', min_value=1, max_value=None, step=1, disabled=disabled, key=f'{key}-aspect-ratio-height') + + if aspect_ratio == ASPECT_RATIO_CUSTOM: + aspect_ratio = (aspect_ratio_width, aspect_ratio_height) + + if width is None and height is None: + return None + else: + return transform.RandomScale(width, height, aspect_ratio) + +def input_transform_grayscale(key: str) -> transform.Grayscale: + return transform.Grayscale() + +def input_transform_random_grayscale(key: str) -> transform.RandomGrayscale: + p = st.number_input('Probability', min_value=0.0, max_value=1.0, value=0.5, step=0.05, key=f'{key}-p') + return transform.RandomGrayscale(p) + +def input_filter_width(key: str) -> filter.FilterWidth: + col = st.columns([3, 1]) + + with col[0]: + width = st.number_input('Width', min_value=0, value=0, step=50, key=f'{key}-width') + + with col[1]: + comparator = input_comparator(key=f'{key}-comparator') + + return filter.FilterWidth(width, comparator) + +def input_filter_height(key: str) -> filter.FilterHeight: + col = st.columns([3, 1]) + + with col[0]: + height = st.number_input('Height', min_value=0, value=0, step=50, key=f'{key}-height') + + with col[1]: + comparator = input_comparator(key=f'{key}-comparator') + + return filter.FilterHeight(height, comparator) + + +def _number_input(number: int, key: str = 'number') -> Union[int, None]: + if number == 'None' or number == '': + return None + elif number.isdecimal(): + return int(number) + else: + st.error(f'ERROR: Value of {key} must be integer or None') + return None + +def _float_input(real: float, key: str = 'number') -> Union[float, None]: + if real == 'None' or real == '': + return None + elif _isfloat(real): + return float(real) + else: + st.error(f'ERROR: Value of {key} must be float or None') + return None + +def _isfloat(real: float) -> bool: + try: + float(real) + return True + except ValueError: + return False + +def _range_input(min_number: int, max_number: int, key: str = 'number') -> Union[Tuple[int, int], None]: + if min_number is None and max_number is None: + return None + if min_number is None and max_number is not None: + st.warning(f'Value of max. {key} is ignored becuse min. {key} is None') + return None + if min_number is not None and max_number is None: + st.warning(f'Value of min. {key} is ignored becuse max. {key} is None') + return None + if min_number > max_number: + st.error(f'ERROR: Value of min. {key} > max. {key}') + return None + return (min_number, max_number) + +def input_comparator(key: str) -> Comparator: + options = [ + COMPARATOR_EQUAL, + COMPARATOR_LESS_THAN, + COMPARATOR_LESS_EQUAL, + COMPARATOR_GREATER_THAN, + COMPARATOR_GREATER_EQUAL + ] + + comparator = st.selectbox('Comparator', options, key=f'{key}-comparator') + + if comparator == COMPARATOR_EQUAL: + return Comparator.Equal + + if comparator == COMPARATOR_LESS_THAN: + return Comparator.LessThan + + if comparator == COMPARATOR_LESS_EQUAL: + return Comparator.LessEqual + + if comparator == COMPARATOR_GREATER_THAN: + return Comparator.GreaterThan + + if comparator == COMPARATOR_GREATER_EQUAL: + return Comparator.GreaterEqual + + raise RuntimeError(f'Unexpected comparator {comparator}') + +def patchmentation_configuration(key: str): + st.subheader('Configuration') + conf = dict() + visibility_threshold = st.number_input('Visibility Threshold', min_value=0.0, max_value=1.0, value=0.5, step=0.05, key=f'{key}-visibility-threshold') + conf['visibility_threshold'] = visibility_threshold + return conf \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index 9c0f73e..8076ba5 100644 --- a/requirements.txt +++ b/requirements.txt @@ -10,3 +10,4 @@ coverage>=6.5.0 # streamlit tools streamlit==1.13.0 extra-streamlit-components==0.1.56 +streamlit-option-menu==0.3.2 \ No newline at end of file diff --git a/streamlit/app.py b/streamlit/app.py deleted file mode 100644 index cdb2008..0000000 --- a/streamlit/app.py +++ /dev/null @@ -1,89 +0,0 @@ -import os, sys -sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) - -from patchmentation.utils import loader -from patchmentation.utils import functional as F -from patchmentation import patch_augmentation -from patchmentation.utils import transform, filter, Comparator - -import os -import streamlit as st -import extra_streamlit_components as stx - -SAMPLE_PATCHMENTATION = 'dataset/sample_patchmentation/' -SAMPLE_PATCHMENTATION_BACKGROUND = os.path.join(SAMPLE_PATCHMENTATION, 'background/background_1.jpg') -SAMPLE_PATCHMENTATION_YOLO_IMAGES = os.path.join(SAMPLE_PATCHMENTATION, 'source/obj_train_data/') -SAMPLE_PATCHMENTATION_YOLO_ANNOTATIONS = os.path.join(SAMPLE_PATCHMENTATION, 'source/obj_train_data/') -SAMPLE_PATCHMENTATION_YOLO_NAMES = os.path.join(SAMPLE_PATCHMENTATION, 'source/obj.names') - -DATASET_FORMAT_YOLO = 'YOLO' -DATASET_FORMAT_COCO = 'COCO' -DATASET_FORMAT_PASCAL_VOC = 'Pascal VOC' - -def section_dataset_yolo(): - folder_images = st.text_input('Path to YOLO Images', SAMPLE_PATCHMENTATION_YOLO_IMAGES) - folder_annotations = st.text_input('Path to YOLO Annotations', SAMPLE_PATCHMENTATION_YOLO_ANNOTATIONS) - file_names = st.text_input('Path to YOLO Names', SAMPLE_PATCHMENTATION_YOLO_NAMES) - return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) - -def section_dataset_coco(): - st.write('Not implemented yet.') - -def section_dataset_pascal_voc(): - st.write('Not implemented yet.') - -def section_dataset(): - st.subheader('Dataset') - - tab = stx.tab_bar(data=[ - stx.TabBarItemData(id=DATASET_FORMAT_YOLO, title=DATASET_FORMAT_YOLO, description=None), - stx.TabBarItemData(id=DATASET_FORMAT_COCO, title=DATASET_FORMAT_COCO, description=None), - stx.TabBarItemData(id=DATASET_FORMAT_PASCAL_VOC, title=DATASET_FORMAT_PASCAL_VOC, description=None) - ]) - - if tab == DATASET_FORMAT_YOLO: - return section_dataset_yolo() - - if tab == DATASET_FORMAT_COCO: - return section_dataset_coco() - - if tab == DATASET_FORMAT_PASCAL_VOC: - return section_dataset_pascal_voc() - - return section_dataset_yolo() - -def section_background_image(): - st.subheader('Background Image') - file_background = st.text_input('Path to Background Image', SAMPLE_PATCHMENTATION_BACKGROUND) - return loader.load_image(file_background) - -def section_patch_augmentation(dataset, background_image): - st.subheader('Configruation') - cols = st.columns([2, 1, 1]) - with cols[0]: - visibility_threshold = st.number_input('Visibility Threshold', min_value=0.0, max_value=1.0, value=0.5, step=0.05) - - patches = [] - for image_patch in dataset.image_patches: - patches += image_patch.patches - actions = [ - transform.Resize(width=50, aspect_ratio='auto'), - transform.RandomScale([0.8, 1.2], [0.9, 1.1]), - filter.FilterHeight(400, Comparator.LessEqual) - ] - return patch_augmentation(patches, background_image, visibility_threshold, actions=actions) - -def section_display_result(result): - st.subheader('Result') - image = loader.load_image_array(result) - image = F.convert_BGR2RGB(image) - st.image(image, use_column_width='always') - -def main(): - dataset = section_dataset() - background_image = section_background_image() - result = section_patch_augmentation(dataset, background_image) - section_display_result(result) - -if __name__ == '__main__': - main() From 8b87904eb89efcc55c2066a19f87668e4cf0dd07 Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Tue, 25 Oct 2022 19:29:08 +0700 Subject: [PATCH 041/116] Update validator.py --- patchmentation/utils/validator.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/patchmentation/utils/validator.py b/patchmentation/utils/validator.py index 1977139..be33d8d 100644 --- a/patchmentation/utils/validator.py +++ b/patchmentation/utils/validator.py @@ -52,7 +52,8 @@ def validate_Patch(patch: Patch, check_image_bbox: bool = True, **kwargs): if check_image_bbox: kwargs['height'], kwargs['width'], _ = image.shape() validate_BBox(bbox, **kwargs) - validate_class_name(class_name) + classes = _kwargs(kwargs, validate_class_name, 'classes') + validate_class_name(class_name, classes) def validate_ImagePatch(image_patch: ImagePatch, **kwargs): image, patches = image_patch @@ -65,6 +66,7 @@ def validate_ImagePatch(image_patch: ImagePatch, **kwargs): def validate_Dataset(dataset: Dataset, **kwargs): image_patches, classes = dataset + kwargs['classes'] = classes validate_image_patches(image_patches, **kwargs) validate_classes(classes) @@ -103,10 +105,13 @@ def validate_image_array_value(image_array: np.ndarray): pixel = image_array[i, j, k] assert pixel >= 0 and pixel <= 255, f'Expected pixel >= 0 and pixel <= 255, but got pixel {pixel} at {(i, j, k)}' -def validate_class_name(class_name: str): +def validate_class_name(class_name: str, classes: List[str] = None): assert class_name != '', f'Expected class_name is not empty string, but got class_name {class_name}' + if classes is not None: + assert class_name in classes, f'Expected class_name is in classes, but got class_name {class_name} classes {classes}' -def validate_classes(classes: List[str]): +def validate_classes(classes: List[str], **kwargs): + assert len(list(classes)) == len(set(classes)), f'Expected classes contains unique class_name. but got classes {classes}' for class_name in classes: validate_class_name(class_name) From 0ac050982d4eadbc1add512001a55cc5566dac9f Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Tue, 25 Oct 2022 19:33:01 +0700 Subject: [PATCH 042/116] add check_image_bbox to validator dataset --- tests/test_utils/test_loader.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/test_utils/test_loader.py b/tests/test_utils/test_loader.py index 92bf65d..8c221fa 100644 --- a/tests/test_utils/test_loader.py +++ b/tests/test_utils/test_loader.py @@ -45,14 +45,14 @@ def test_save_load_image_array_3(): def test_loader_yolo(): dataset = loader.load_yolo_dataset(YOLO_FOLDER_IMAGES, YOLO_FOLDER_ANNOTATIONS, YOLO_FILE_NAMES) - validator.validate_Dataset(dataset) + validator.validate_Dataset(dataset, check_image_bbox=True) @pytest.mark.skip('Not implemented') def test_loader_coco(): dataset = loader.load_coco_dataset(COCO_FOLDER_IMAGES, COCO_FILE_ANNOTATIONS) - validator.validate_Dataset(dataset) + validator.validate_Dataset(dataset, check_image_bbox=True) @pytest.mark.skip('Not implemented') def test_loader_pascal_voc(): dataset = loader.load_pascal_voc_dataset(PASCAL_VOC_FOLDER_IMAGES, PASCAL_VOC_FOLDER_ANNOTATIONS, PASCAL_VOC_FILE_IMAGESETS, PASCAL_VOC_FILE_CLASSES) - validator.validate_Dataset(dataset) + validator.validate_Dataset(dataset, check_image_bbox=True) From 560d72e3b6c3538d9862a1b58b8a53bf47c5cfec Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Tue, 25 Oct 2022 19:38:52 +0700 Subject: [PATCH 043/116] Update validator.py --- patchmentation/utils/validator.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/patchmentation/utils/validator.py b/patchmentation/utils/validator.py index be33d8d..1a453f2 100644 --- a/patchmentation/utils/validator.py +++ b/patchmentation/utils/validator.py @@ -6,9 +6,12 @@ from typing import List, Tuple, Union, Callable from inspect import signature -def _kwargs(kwargs, func: Callable, var: str): - return kwargs.get(var, signature(func).parameters[var].default) - +def _kwargs(kwargs, func: Callable, var: str, delete: bool = True): + value = kwargs.get(var, signature(func).parameters[var].default) + if delete: + del kwargs[var] + return value + def validate(collection: Union[np.ndarray, BBox, Image, Patch, ImagePatch, Dataset]): if isinstance(collection, BBox): validate_BBox(collection) From b362b448236d6825060cf19859cf9f32d28426d4 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 25 Oct 2022 20:18:58 +0700 Subject: [PATCH 044/116] fix validator --- patchmentation/utils/validator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/patchmentation/utils/validator.py b/patchmentation/utils/validator.py index 1a453f2..c7d23f5 100644 --- a/patchmentation/utils/validator.py +++ b/patchmentation/utils/validator.py @@ -8,7 +8,7 @@ def _kwargs(kwargs, func: Callable, var: str, delete: bool = True): value = kwargs.get(var, signature(func).parameters[var].default) - if delete: + if var in kwargs.keys() and delete: del kwargs[var] return value From 07a1da667d477efdfc55ecade6bc902776e76326 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 25 Oct 2022 20:21:05 +0700 Subject: [PATCH 045/116] add kwargs to validate method --- patchmentation/utils/validator.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/patchmentation/utils/validator.py b/patchmentation/utils/validator.py index c7d23f5..9420d48 100644 --- a/patchmentation/utils/validator.py +++ b/patchmentation/utils/validator.py @@ -12,17 +12,17 @@ def _kwargs(kwargs, func: Callable, var: str, delete: bool = True): del kwargs[var] return value -def validate(collection: Union[np.ndarray, BBox, Image, Patch, ImagePatch, Dataset]): +def validate(collection: Union[np.ndarray, BBox, Image, Patch, ImagePatch, Dataset], **kwargs): if isinstance(collection, BBox): - validate_BBox(collection) + validate_BBox(collection, **kwargs) elif isinstance(collection, Image): - validate_Image(collection) + validate_Image(collection, **kwargs) elif isinstance(collection, Patch): - validate_Patch(collection) + validate_Patch(collection, **kwargs) elif isinstance(collection, ImagePatch): - validate_ImagePatch(collection) + validate_ImagePatch(collection, **kwargs) elif isinstance(collection, Dataset): - validate_Dataset(collection) + validate_Dataset(collection, **kwargs) else: raise TypeError From 6dfce118b1fd973bc42c88ea58c297419e6918e9 Mon Sep 17 00:00:00 2001 From: jonathantho1 Date: Thu, 27 Oct 2022 09:06:44 +0700 Subject: [PATCH 046/116] Coco_Added --- .../annotations/instances_default.json | 1419 ++++++++++++++++- patchmentation/utils/loader.py | 48 +- script.py | 3 + tests/test_utils/test_loader.py | 3 +- 4 files changed, 1467 insertions(+), 6 deletions(-) create mode 100644 script.py diff --git a/dataset/sample_format_coco/annotations/instances_default.json b/dataset/sample_format_coco/annotations/instances_default.json index 7bffcf8..d1a9be4 100644 --- a/dataset/sample_format_coco/annotations/instances_default.json +++ b/dataset/sample_format_coco/annotations/instances_default.json @@ -1 +1,1418 @@ 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{ + "id": 59, + "image_id": 29, + "category_id": 1, + "segmentation": [], + "area": 62040.04920000001, + "bbox": [ + 253.92, + 402.49, + 364.92, + 170.01 + ], + "iscrowd": 0, + "attributes": { + "occluded": false, + "rotation": 0.0 + } + }, + { + "id": 60, + "image_id": 30, + "category_id": 1, + "segmentation": [], + "area": 11250.605400000004, + "bbox": [ + 352.82, + 177.53, + 62.11, + 181.14 + ], + "iscrowd": 0, + "attributes": { + "occluded": false, + "rotation": 0.0 + } + } + ] +} \ No newline at end of file diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index ab5b431..034678d 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -1,10 +1,12 @@ -from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset +from __future__ import annotations +from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset, bbox, image_patch import os import cv2 import numpy as np import tempfile -from typing import List, Union +import json +from typing import Dict, List, Union, Any temporary_folder = tempfile.TemporaryDirectory() ATTR_TEMPORARY_FILE = 'temporary_file' @@ -89,7 +91,47 @@ def convert_yolo_bbox(x_center: float, y_center: float, yolo_width: float, yolo_ return bbox def load_coco_dataset(folder_images: str, file_annotations: str) -> Dataset: - pass + with open(file_annotations, 'r') as file_coco: + data = json.load(file_coco) + classes = load_coco_categories(data) + images_patches = load_coco_image_patches(data, folder_images) + + +def load_coco_categories(data_json: dict) -> List[str]: + coco_classes = data_json['categories'] + classes = [] + for coco_class in coco_classes: + class_name = coco_class['name'] + classes.append(class_name) + return classes +def load_coco_image_patches(data_json: dict, folder_images: str) -> List[ImagePatch]: + images = load_coco_images(data_json['images'], folder_images) + print(images) + +def load_coco_images(coco_images: List, folder_images: str) -> Dict[int, Dict[str, Any]]: + images = {} + for coco_image in coco_images: + id = coco_image['id'] + file_name = coco_image['file_name'] + path = os.path.join(folder_images, file_name) + image = Image(path) + width = coco_image['width'] + height = coco_image['height'] + images[id] = dict() + images[id]['image'] = image + images[id]['width'] = width + images[id]['height'] = height + #bbox = convert_coco_bbox(x,y,images[id]['width'],images[id]['height']) + return images + +def convert_coco_bbox(x = float,y = float,width = float,height = float) -> BBox: + x = float(x) + y = float(y) + width = float(x + width) + height = float(y + height) + bbox = BBox(x, y, width, height) + return bbox + def load_pascal_voc_dataset(folder_images: str, folder_annotations: str, file_imagesets: str, file_classes: str) -> Dataset: pass diff --git a/script.py b/script.py new file mode 100644 index 0000000..38aac53 --- /dev/null +++ b/script.py @@ -0,0 +1,3 @@ +from patchmentation.utils import loader + +dataset = loader.load_coco_dataset('dataset/sample_format_coco/images', 'dataset/sample_format_coco/annotations/instances_default.json') \ No newline at end of file diff --git a/tests/test_utils/test_loader.py b/tests/test_utils/test_loader.py index 92bf65d..bedcccc 100644 --- a/tests/test_utils/test_loader.py +++ b/tests/test_utils/test_loader.py @@ -47,10 +47,9 @@ def test_loader_yolo(): dataset = loader.load_yolo_dataset(YOLO_FOLDER_IMAGES, YOLO_FOLDER_ANNOTATIONS, YOLO_FILE_NAMES) validator.validate_Dataset(dataset) -@pytest.mark.skip('Not implemented') def test_loader_coco(): dataset = loader.load_coco_dataset(COCO_FOLDER_IMAGES, COCO_FILE_ANNOTATIONS) - validator.validate_Dataset(dataset) + #validator.validate_Dataset(dataset) @pytest.mark.skip('Not implemented') def test_loader_pascal_voc(): From aad5122800a3f471eca21980dcc68fc2685c8ed3 Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Thu, 27 Oct 2022 12:31:08 +0700 Subject: [PATCH 047/116] Update test_loader.py --- tests/test_utils/test_loader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_utils/test_loader.py b/tests/test_utils/test_loader.py index bedcccc..56abc2c 100644 --- a/tests/test_utils/test_loader.py +++ b/tests/test_utils/test_loader.py @@ -49,7 +49,7 @@ def test_loader_yolo(): def test_loader_coco(): dataset = loader.load_coco_dataset(COCO_FOLDER_IMAGES, COCO_FILE_ANNOTATIONS) - #validator.validate_Dataset(dataset) + validator.validate_Dataset(dataset) @pytest.mark.skip('Not implemented') def test_loader_pascal_voc(): From 5ea7fafd386f1fe5021d10aabc61cbd314bf6e01 Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Thu, 27 Oct 2022 12:54:14 +0700 Subject: [PATCH 048/116] add coco loader --- patchmentation/utils/loader.py | 56 ++++++++++++++++++++++------------ 1 file changed, 37 insertions(+), 19 deletions(-) diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index 034678d..5c68f79 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -93,9 +93,10 @@ def convert_yolo_bbox(x_center: float, y_center: float, yolo_width: float, yolo_ def load_coco_dataset(folder_images: str, file_annotations: str) -> Dataset: with open(file_annotations, 'r') as file_coco: data = json.load(file_coco) - classes = load_coco_categories(data) - images_patches = load_coco_image_patches(data, folder_images) - + classes = load_coco_categories(data) + images_patches = load_coco_image_patches(data, folder_images, classes) + dataset = Dataset(image_patches, classes) + return dataset def load_coco_categories(data_json: dict) -> List[str]: coco_classes = data_json['categories'] @@ -105,32 +106,49 @@ def load_coco_categories(data_json: dict) -> List[str]: classes.append(class_name) return classes -def load_coco_image_patches(data_json: dict, folder_images: str) -> List[ImagePatch]: +def load_coco_image_patches(data_json: dict, folder_images: str, classes: List[str]) -> List[ImagePatch]: images = load_coco_images(data_json['images'], folder_images) - print(images) + annotations = load_coco_annotations(data_json['annotations'], classes) + image_patches = [] + for image_id in images.keys(): + image = images[image_id] + patches = [] + for bbox, class_name in annotations[image_id]: + patch = Patch(image,, bbox, class_name) + patches.append(patch) + image_patch = ImagePatch(image, patches) + image_patches.append(image_patch) + return image_patches -def load_coco_images(coco_images: List, folder_images: str) -> Dict[int, Dict[str, Any]]: +def load_coco_images(coco_images: List, folder_images: str) -> Dict[int, Image]: images = {} for coco_image in coco_images: id = coco_image['id'] file_name = coco_image['file_name'] path = os.path.join(folder_images, file_name) image = Image(path) - width = coco_image['width'] - height = coco_image['height'] - images[id] = dict() - images[id]['image'] = image - images[id]['width'] = width - images[id]['height'] = height - #bbox = convert_coco_bbox(x,y,images[id]['width'],images[id]['height']) + images[id] = image return images -def convert_coco_bbox(x = float,y = float,width = float,height = float) -> BBox: - x = float(x) - y = float(y) - width = float(x + width) - height = float(y + height) - bbox = BBox(x, y, width, height) +def load_coco_annotations(coco_annotations: List, classes: List[str]) -> Dict[int, List[Tuple[BBox, str]]]: + annotations = {} + for coco_annotation in coco_annotations: + image_id = coco_annotation['image_id'] + category_id = coco_annotation['category_id'] + coco_bbox = coco_annotation['bbox'] + class_name = classes[category_id - 1] + bbox = convert_coco_bbox(coco_bbox[0], coco_bbox[1], coco_bbox[2], coco_bbox[3]) + if image_id not in annotations.keys(): + annotations[image_id] = [] + annotations[image_id].append((bbox, class_name)) + return annotations + +def convert_coco_bbox(x: int, y: int, width: int, height: int) -> BBox: + xmin = int(x) + ymin = int(y) + xmax = int(x + width) + ymax = int(y + height) + bbox = BBox(xmin, ymin, xmax, ymax) return bbox def load_pascal_voc_dataset(folder_images: str, folder_annotations: str, file_imagesets: str, file_classes: str) -> Dataset: From f80983609c59660ef3e0a94480c49fd0dbb8c6d3 Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Thu, 27 Oct 2022 12:57:04 +0700 Subject: [PATCH 049/116] fix loader coco --- patchmentation/utils/loader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index 5c68f79..e1cf650 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -114,7 +114,7 @@ def load_coco_image_patches(data_json: dict, folder_images: str, classes: List[s image = images[image_id] patches = [] for bbox, class_name in annotations[image_id]: - patch = Patch(image,, bbox, class_name) + patch = Patch(image, bbox, class_name) patches.append(patch) image_patch = ImagePatch(image, patches) image_patches.append(image_patch) From 5c271942b1222f56f233458b759b3c9509402e2d Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Thu, 27 Oct 2022 12:59:17 +0700 Subject: [PATCH 050/116] fix loader coco --- patchmentation/utils/loader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index e1cf650..091d79e 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -94,7 +94,7 @@ def load_coco_dataset(folder_images: str, file_annotations: str) -> Dataset: with open(file_annotations, 'r') as file_coco: data = json.load(file_coco) classes = load_coco_categories(data) - images_patches = load_coco_image_patches(data, folder_images, classes) + image_patches = load_coco_image_patches(data, folder_images, classes) dataset = Dataset(image_patches, classes) return dataset From 09ecdba52beaa5358fe35dbb2364ac03f59d9971 Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Thu, 27 Oct 2022 13:00:31 +0700 Subject: [PATCH 051/116] fix loader coco --- patchmentation/utils/loader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index 091d79e..3ee1b2c 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -6,7 +6,7 @@ import numpy as np import tempfile import json -from typing import Dict, List, Union, Any +from typing import Dict, List, Union, Any, Tuple temporary_folder = tempfile.TemporaryDirectory() ATTR_TEMPORARY_FILE = 'temporary_file' From 540a7b81e3a9d56f9482a0eface79f99fb8bdec5 Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Thu, 27 Oct 2022 13:05:03 +0700 Subject: [PATCH 052/116] fix loader coco --- patchmentation/utils/loader.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index 3ee1b2c..ad4ab88 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -113,9 +113,10 @@ def load_coco_image_patches(data_json: dict, folder_images: str, classes: List[s for image_id in images.keys(): image = images[image_id] patches = [] - for bbox, class_name in annotations[image_id]: - patch = Patch(image, bbox, class_name) - patches.append(patch) + if image_id in annotations.keys(): + for bbox, class_name in annotations[image_id]: + patch = Patch(image, bbox, class_name) + patches.append(patch) image_patch = ImagePatch(image, patches) image_patches.append(image_patch) return image_patches From d90f19c0989789a4f10c7d140cf77f83d17934c0 Mon Sep 17 00:00:00 2001 From: William Justin <56458008+Xu-Justin@users.noreply.github.com> Date: Thu, 27 Oct 2022 13:10:39 +0700 Subject: [PATCH 053/116] reformat coco annotations --- dataset/sample_format_coco/annotations/instances_default.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dataset/sample_format_coco/annotations/instances_default.json b/dataset/sample_format_coco/annotations/instances_default.json index d1a9be4..b12abcd 100644 --- a/dataset/sample_format_coco/annotations/instances_default.json +++ b/dataset/sample_format_coco/annotations/instances_default.json @@ -1415,4 +1415,4 @@ } } ] -} \ No newline at end of file +} From 4db51cad08795a2358af9c8f359f6951cddc1eb8 Mon Sep 17 00:00:00 2001 From: jonathantho1 Date: Wed, 2 Nov 2022 20:29:48 +0700 Subject: [PATCH 054/116] remove script.py --- script.py | 3 --- 1 file changed, 3 deletions(-) delete mode 100644 script.py diff --git a/script.py b/script.py deleted file mode 100644 index 38aac53..0000000 --- a/script.py +++ /dev/null @@ -1,3 +0,0 @@ -from patchmentation.utils import loader - -dataset = loader.load_coco_dataset('dataset/sample_format_coco/images', 'dataset/sample_format_coco/annotations/instances_default.json') \ No newline at end of file From 78982816d1468e8ccb0f9d995cdd07807d6a5c11 Mon Sep 17 00:00:00 2001 From: Jonathantho1 <98079109+Jonathantho1@users.noreply.github.com> Date: Wed, 2 Nov 2022 20:39:04 +0700 Subject: [PATCH 055/116] Update loader.py Remove_from __future__ import annotations --- patchmentation/utils/loader.py | 1 - 1 file changed, 1 deletion(-) diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index ad4ab88..2acf144 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -1,4 +1,3 @@ -from __future__ import annotations from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset, bbox, image_patch import os From 05c6d0030fc2af2f2a2c47d9b8cc3d4d834eda97 Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 3 Nov 2022 23:12:09 +0700 Subject: [PATCH 056/116] add image mask to support image transparency --- patchmentation/collections/__init__.py | 1 + patchmentation/collections/image.py | 10 +++- patchmentation/collections/image_patch.py | 2 +- patchmentation/collections/mask.py | 25 ++++++++++ patchmentation/utils/functional.py | 19 ++++++-- patchmentation/utils/loader.py | 32 +++++++++++-- patchmentation/utils/validator.py | 54 ++++++++++++++++++---- tests/helper.py | 28 ++++++++--- tests/test_collections/test_image.py | 17 +++++++ tests/test_collections/test_image_patch.py | 7 ++- tests/test_collections/test_mask.py | 22 +++++++++ tests/test_collections/test_patch.py | 20 +++++++- tests/test_utils/test_functional.py | 17 ++++++- tests/test_utils/test_helper.py | 19 ++++++++ tests/test_utils/test_loader.py | 14 ++++++ 15 files changed, 258 insertions(+), 29 deletions(-) create mode 100644 patchmentation/collections/mask.py create mode 100644 tests/test_collections/test_mask.py diff --git a/patchmentation/collections/__init__.py b/patchmentation/collections/__init__.py index 4c37d50..6e06e42 100644 --- a/patchmentation/collections/__init__.py +++ b/patchmentation/collections/__init__.py @@ -1,4 +1,5 @@ from .bbox import BBox +from .mask import Mask from .image import Image from .patch import Patch from .image_patch import ImagePatch diff --git a/patchmentation/collections/image.py b/patchmentation/collections/image.py index 961bf8f..062d69b 100644 --- a/patchmentation/collections/image.py +++ b/patchmentation/collections/image.py @@ -1,3 +1,5 @@ +from .mask import Mask + import cv2 import numpy as np from typing import Tuple @@ -6,14 +8,20 @@ @dataclass class Image: path: str + mask: Mask = None def summary(self) -> None: print( f'image path: {self.path}\n' + f'Mask: {self.mask}\n' ) def image_array(self) -> np.ndarray: - return cv2.imread(self.path) + array = cv2.imread(self.path) + if self.mask is not None: + alpha = self.mask.image_array() + array = np.dstack((array, alpha)) + return array def shape(self) -> Tuple[int, int, int]: return self.image_array().shape diff --git a/patchmentation/collections/image_patch.py b/patchmentation/collections/image_patch.py index 10373fb..d477077 100644 --- a/patchmentation/collections/image_patch.py +++ b/patchmentation/collections/image_patch.py @@ -21,7 +21,7 @@ def summary(self) -> None: ) def image_array(self, classes: List[str] = None, **kwargs) -> np.ndarray: - rectangle_color = kwargs.get('rectangle_color', (255, 0, 0)) + rectangle_color = kwargs.get('rectangle_color', (255, 0, 0, 255)) rectangle_thickness = kwargs.get('rectangle_thickness', 1) font = kwargs.get('font', cv2.FONT_HERSHEY_SIMPLEX) font_scale = kwargs.get('font_scale', 0.5) diff --git a/patchmentation/collections/mask.py b/patchmentation/collections/mask.py new file mode 100644 index 0000000..d7efb72 --- /dev/null +++ b/patchmentation/collections/mask.py @@ -0,0 +1,25 @@ +import cv2 +import numpy as np +from typing import Tuple +from dataclasses import dataclass + +@dataclass +class Mask: + path: str + + def summary(self) -> None: + print( + f'mask path: {self.path}\n' + ) + + def image_array(self) -> np.ndarray: + return cv2.imread(self.path, cv2.IMREAD_GRAYSCALE) + + def shape(self) -> Tuple[int, int]: + return self.image_array().shape + + def width(self): + return self.shape()[1] + + def height(self): + return self.shape()[0] diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index ec66182..2c6abb2 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -131,13 +131,26 @@ def place_image_array(patch_array: np.ndarray, image_array: np.ndarray, bbox: BB return BBox(image_xmin, image_ymin, image_xmax, image_ymax) def display_image_array(image_array: np.ndarray, block: bool = True) -> None: - image_array = convert_BGR2RGB(image_array) - plt.imshow(image_array) - plt.show(block=block) + if len(image_array.shape) == 2: + plt.imshow(image_array, cmap='gray') + plt.show(block=block) + elif image_array.shape[2] == 3: + image_array = convert_BGR2RGB(image_array) + plt.imshow(image_array) + plt.show(block=block) + elif image_array.shape[2] == 4: + image_array = convert_BGRA2RGBA(image_array) + plt.imshow(image_array) + plt.show(block=block) + else: + raise TypeError(f'Received unexpected image_array with shape {image_array.shape}') def convert_BGR2RGB(image_array: np.ndarray) -> np.ndarray: return cv2.cvtColor(image_array, cv2.COLOR_BGR2RGB) +def convert_BGRA2RGBA(image_array: np.ndarray) -> np.ndarray: + return cv2.cvtColor(image_array, cv2.COLOR_BGRA2RGBA) + def crop_image_array(image_array: np.ndarray, bbox: BBox) -> np.ndarray: xmin, ymin, xmax, ymax = bbox return image_array[ymin:ymax, xmin:xmax] \ No newline at end of file diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index 2acf144..bb71484 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -1,4 +1,4 @@ -from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset, bbox, image_patch +from patchmentation.collections import BBox, Mask, Image, Patch, ImagePatch, Dataset import os import cv2 @@ -13,16 +13,40 @@ def load_image_array(image: Union[str, Image, ImagePatch]) -> np.ndarray: if isinstance(image, str): return Image(image).image_array() - if isinstance(image, (Image, ImagePatch)): + if isinstance(image, (Mask, Image, ImagePatch)): return image.image_array() raise TypeError def load_image(path: str) -> Image: return Image(path) -def save_image_array(image_array: np.ndarray, path: str) -> Image: +def _save_image_array(image_array: np.ndarray, path: str) -> None: cv2.imwrite(path, image_array) - return Image(path) + +def save_mask_image_array(mask_image_array: np.ndarray, path: str) -> Mask: + _save_image_array(mask_image_array, path) + return Mask(path) + +def save_image_array(image_array: np.ndarray, path: str) -> Image: + channel = image_array.shape[2] + if channel == 3: + _save_image_array(image_array, path) + return Image(path) + elif channel == 4: + array = image_array[:, :, :3] + _save_image_array(array, path) + alpha = image_array[:, :, 3] + mask = save_mask_image_array(alpha, os.path.splitext(path)[0] + '_mask.png') + return Image(path, mask) + else: + raise TypeError(f'Received unexpected image array with channel {channel}') + +def save_mask_image_array_temporary(mask_image_array: np.ndarray) -> Mask: + temporary_file = tempfile.NamedTemporaryFile(suffix='.png', dir=temporary_folder.name) + path = temporary_file.name + mask = save_mask_image_array(mask_image_array, path) + setattr(mask, ATTR_TEMPORARY_FILE, temporary_file) + return mask def save_image_array_temporary(image_array: np.ndarray) -> Image: temporary_file = tempfile.NamedTemporaryFile(suffix='.png', dir=temporary_folder.name) diff --git a/patchmentation/utils/validator.py b/patchmentation/utils/validator.py index 9420d48..03205ef 100644 --- a/patchmentation/utils/validator.py +++ b/patchmentation/utils/validator.py @@ -1,5 +1,4 @@ -from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset -from patchmentation.utils.loader import load_image_array +from patchmentation.collections import BBox, Mask, Image, Patch, ImagePatch, Dataset import os import numpy as np @@ -39,9 +38,21 @@ def validate_BBox(bbox: BBox, **kwargs): if height is not None: assert ymax <= height, f'Expected ymax <= height, but got ymax {ymax} height {height}' +def validate_Mask(mask: Mask, check_image_array: bool = True, **kwargs): + path = mask.path + validate_image_path(path) + if check_image_array: + mask_image_array = mask.image_array() + check_value = _kwargs(kwargs, validate_image_array, 'check_value') + check_shape = _kwargs(kwargs, validate_image_array, 'check_shape') + validate_mask_image_array(mask_image_array, check_shape, check_value, **kwargs) + def validate_Image(image: Image, check_image_array: bool = True, **kwargs): path = image.path validate_image_path(path) + mask = image.mask + if mask is not None: + validate_Mask(mask, check_image_array=False, **kwargs) if check_image_array: image_array = image.image_array() check_value = _kwargs(kwargs, validate_image_array, 'check_value') @@ -77,19 +88,38 @@ def validate_image_path(path: str): assert path.endswith(('.jpg', '.png')), f'Expected image path ends with .jpg or .png, but got path {path}' assert os.path.exists(path), f'Expected path exists, but got path {path} not exists' +def validate_mask_image_array(mask_image_array: np.ndarray, check_shape: bool = True, check_value: bool = False, **kwargs): + assert mask_image_array.dtype == np.uint8, f'Expected mask_image_array.dtype == np.uint8, but got mask_image_array.dtype {mask_image_array.dtype}' + if check_shape: + shape = mask_image_array.shape + validate_mask_image_array_shape(shape, **kwargs) + if check_value: + validate_image_array_value(mask_image_array) + def validate_image_array(image_array: np.ndarray, check_shape: bool = True, check_value: bool = False, **kwargs): - assert image_array.dtype == 'uint8', f'Expected image_array.dtype == uint8, but got image_array.dtype {image_array.dtype}' + assert image_array.dtype == np.uint8, f'Expected image_array.dtype == np.uint8, but got image_array.dtype {image_array.dtype}' if check_shape: shape = image_array.shape validate_image_array_shape(shape, **kwargs) if check_value: validate_image_array_value(image_array) +def validate_mask_image_array_shape(shape: Tuple[int, int], **kwargs): + height, width = shape + assert height >= 0, f'Expected height >= 0, but got height {height}' + assert width >= 0, f'Expected width >= 0, but got width {width}' + expected_width = kwargs.get('expected_width', None) + if expected_width is not None: + assert width == expected_width, f'Expected width is {expected_width}, but got height {width}' + expected_height = kwargs.get('expected_height', None) + if expected_height is not None: + assert height == expected_height, f'Expected height is {expected_height}, but got height {height}' + def validate_image_array_shape(shape: Tuple[int, int, int], **kwargs): height, width, channel = shape assert height >= 0, f'Expected height >= 0, but got height {height}' assert width >= 0, f'Expected width >= 0, but got width {width}' - assert channel == 3, f'Expected channel == 3, but got channel {channel}{" [Grayscale image (channel == 1) is not supported, please convert to 3 channels]"if channel == 1 else ""}' + assert channel == 3 or channel == 4, f'Expected channel == 3 or channel == 4, but got channel {channel}{" [Grayscale image (channel == 1) is not supported, please convert to 3 channels]"if channel == 1 else ""}' expected_width = kwargs.get('expected_width', None) if expected_width is not None: assert width == expected_width, f'Expected width is {expected_width}, but got height {width}' @@ -101,12 +131,16 @@ def validate_image_array_shape(shape: Tuple[int, int, int], **kwargs): assert channel == expected_channel, f'Expected channel is {expected_channel}, but got channel {channel}' def validate_image_array_value(image_array: np.ndarray): - height, width, channel = image_array.shape - for i in range(height): - for j in range(width): - for k in range(channel): - pixel = image_array[i, j, k] - assert pixel >= 0 and pixel <= 255, f'Expected pixel >= 0 and pixel <= 255, but got pixel {pixel} at {(i, j, k)}' + if isinstance(image_array, np.uint8): + validate_pixel(image_array) + elif isinstance(image_array, np.ndarray): + for array in image_array: + validate_image_array(array) + else: + raise TypeError(f'Received unexpected type {type(image_array)}') + +def validate_pixel(pixel: int): + assert pixel >= 0 and pixel <= 255, f'Expected pixel >= 0 and pixel <= 255, but got pixel {pixel} at {(i, j, k)}' def validate_class_name(class_name: str, classes: List[str] = None): assert class_name != '', f'Expected class_name is not empty string, but got class_name {class_name}' diff --git a/tests/helper.py b/tests/helper.py index 76c0f0a..eacce95 100644 --- a/tests/helper.py +++ b/tests/helper.py @@ -1,4 +1,4 @@ -from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset +from patchmentation.collections import BBox, Mask, Image, Patch, ImagePatch, Dataset from patchmentation.utils import loader import random @@ -67,10 +67,16 @@ def generate_y(height: int = None) -> Tuple[int, int]: ymax = random.randint(ymin, height) return ymin, ymax -def generate_image_array(width: int = None, height: int = None) -> np.ndarray: +def generate_mask_image_array(width: int = None, height: int = None) -> np.ndarray: + if width is None: width = generate_width() + if height is None: height = generate_height() + image_array = np.random.rand(height, width) + image_array = (image_array * 255).astype('uint8') + return image_array + +def generate_image_array(width: int = None, height: int = None, channel: int = 3) -> np.ndarray: if width is None: width = generate_width() if height is None: height = generate_height() - channel = 3 image_array = np.random.rand(height, width, channel) image_array = (image_array * 255).astype('uint8') return image_array @@ -82,11 +88,19 @@ def generate_BBox(width: int = None, height: int = None) -> BBox: ymin, ymax = generate_y(height) return BBox(xmin, ymin, xmax, ymax) -def generate_Image(width: int = None, height: int = None) -> Image: +def generate_Mask(width: int = None, height: int = None) -> Mask: + if width is None: width = generate_width() + if height is None: height = generate_height() + image_array = generate_mask_image_array(width, height) + return loader.save_mask_image_array_temporary(image_array) + +def generate_Image(width: int = None, height: int = None, mask: Mask = None) -> Image: if width is None: width = generate_width() if height is None: height = generate_height() image_array = generate_image_array(width, height) - return loader.save_image_array_temporary(image_array) + image = loader.save_image_array_temporary(image_array) + image.mask = mask + return image def generate_Patch(image: Image, classes: List[str] = None, **kwargs) -> Patch: if classes is None: classes = generate_classes(number_of_class=1) @@ -110,7 +124,9 @@ def generate_ImagePatch(classes: List[str] = None, **kwargs) -> ImagePatch: width = kwargs.get('width', generate_width()) height = kwargs.get('height', generate_height()) kwargs['shape'] = (height, width) - image = generate_Image(width, height) + with_mask = kwargs.get('with_mask', False) + mask = generate_Mask(width, height) if with_mask else None + image = generate_Image(width, height, mask) patches = generate_patches(image, number_of_patch, classes, **kwargs) return ImagePatch(image, patches) diff --git a/tests/test_collections/test_image.py b/tests/test_collections/test_image.py index 3a6de5a..731afd4 100644 --- a/tests/test_collections/test_image.py +++ b/tests/test_collections/test_image.py @@ -15,5 +15,22 @@ def test_image_image_array(): width = 10 height = 20 image = helper.generate_Image(width, height) + assert image.shape() == (height, width, 3) + assert image.width() == width + assert image.height() == height + assert image.channel() == 3 image_array = image.image_array() validator.validate_image_array(image_array, check_shape=True, expected_width=width, expected_height=height, expected_channel=3) + +def test_image_mask(): + width = 20 + height = 15 + mask = helper.generate_Mask(width, height) + image = helper.generate_Image(width, height, mask) + assert image.shape() == (height, width, 4) + assert image.width() == width + assert image.height() == height + assert image.channel() == 4 + assert image.mask is mask + image_array = image.image_array() + validator.validate_image_array(image_array, check_shape=True, expected_width=width, expected_height=height, expected_channel=4) diff --git a/tests/test_collections/test_image_patch.py b/tests/test_collections/test_image_patch.py index bc2c2b8..37666d1 100644 --- a/tests/test_collections/test_image_patch.py +++ b/tests/test_collections/test_image_patch.py @@ -17,4 +17,9 @@ def test_image_patch(): def test_image_patch_image_array(): image_patch = helper.generate_ImagePatch() image_array = image_patch.image_array() - validator.validate_image_array(image_array, check_shape=True) + validator.validate_image_array(image_array, check_shape=True, expected_channel=3) + +def test_image_patch_image_array_with_mask(): + image_patch = helper.generate_ImagePatch(with_mask=True) + image_array = image_patch.image_array() + validator.validate_image_array(image_array, check_shape=True, expected_channel=4) diff --git a/tests/test_collections/test_mask.py b/tests/test_collections/test_mask.py new file mode 100644 index 0000000..e83a593 --- /dev/null +++ b/tests/test_collections/test_mask.py @@ -0,0 +1,22 @@ +import os, sys +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) + +from patchmentation.collections import Mask +from patchmentation.utils import validator +from tests import helper + +def test_mask(): + path = helper.generate_filename('.jpg') + mask = Mask(path) + assert mask.path == path + mask.summary() + +def test_mask_image_array(): + width = 10 + height = 20 + mask = helper.generate_Mask(width, height) + assert mask.shape() == (height, width) + assert mask.width() == width + assert mask.height() == height + image_array = mask.image_array() + validator.validate_mask_image_array(image_array, check_shape=True, expected_width=width, expected_height=height) diff --git a/tests/test_collections/test_patch.py b/tests/test_collections/test_patch.py index 50a4b09..9b3966d 100644 --- a/tests/test_collections/test_patch.py +++ b/tests/test_collections/test_patch.py @@ -24,5 +24,23 @@ def test_patch_image_array(): image = helper.generate_Image(width, height) bbox = BBox(1, 2, 5, 7) patch = Patch(image, bbox, None) + assert patch.shape() == (bbox.height(), bbox.width(), 3) + assert patch.width() == bbox.width() + assert patch.height() == bbox.height() + assert patch.channel() == 3 image_array = patch.image_array() - validator.validate_image_array(image_array, check_shape=True, expected_width=4, expected_height=5, expected_channel=3) + validator.validate_image_array(image_array, check_shape=True, expected_width=bbox.width(), expected_height=bbox.height(), expected_channel=3) + +def test_patch_mask_image_array(): + width = 20 + height = 10 + mask = helper.generate_Mask(width, height) + image = helper.generate_Image(width, height, mask) + bbox = BBox(3, 2, 5, 8) + patch = Patch(image, bbox, None) + assert patch.shape() == (bbox.height(), bbox.width(), 4) + assert patch.width() == bbox.width() + assert patch.height() == bbox.height() + assert patch.channel() == 4 + image_array = patch.image_array() + validator.validate_image_array(image_array, check_shape=True, expected_width=bbox.width(), expected_height=bbox.height(), expected_channel=4) diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index b64e6e2..cc85205 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -482,8 +482,21 @@ def test_place_image_array_3(): assert actual_bbox == expected_bbox @pytest.mark.filterwarnings('error') -def test_display_image_array(): - image_array = helper.generate_image_array(10, 20) +def test_display_image_array_Grayscale(): + image_array = helper.generate_mask_image_array(10, 20) + assert len(image_array.shape) == 2 + F.display_image_array(image_array, block=False) + +@pytest.mark.filterwarnings('error') +def test_display_image_array_BGR(): + image_array = helper.generate_image_array(10, 20, channel=3) + assert image_array.shape[2] == 3 + F.display_image_array(image_array, block=False) + +@pytest.mark.filterwarnings('error') +def test_display_image_array_BGRA(): + image_array = helper.generate_image_array(10, 20, channel=4) + assert image_array.shape[2] == 4 F.display_image_array(image_array, block=False) def test_convert_BGR2RGB(): diff --git a/tests/test_utils/test_helper.py b/tests/test_utils/test_helper.py index 8cc9ff5..118c87a 100644 --- a/tests/test_utils/test_helper.py +++ b/tests/test_utils/test_helper.py @@ -18,6 +18,18 @@ def test_generate_bbox_2(): bbox = helper.generate_BBox(width, height) validator.validate_BBox(bbox, width=width, height=height) +def test_generate_mask_1(): + width = 100 + height = 20 + image = helper.generate_Mask(width, height) + validator.validate_Mask(image, expected_width=width, expected_height=height) + +def test_generate_mask_2(): + width = 20 + height = 100 + image = helper.generate_Mask(width, height) + validator.validate_Mask(image, expected_width=width, expected_height=height) + def test_generate_image_1(): width = 100 height = 20 @@ -30,6 +42,13 @@ def test_generate_image_2(): image = helper.generate_Image(width, height) validator.validate_Image(image, expected_width=width, expected_height=height) +def test_generate_image_3(): + width = 20 + height = 100 + mask = helper.generate_Mask(width, height) + image = helper.generate_Image(width, height, mask) + validator.validate_Image(image, expected_width=width, expected_height=height) + def test_generate_patch(): image = helper.generate_Image() patch = helper.generate_Patch(image) diff --git a/tests/test_utils/test_loader.py b/tests/test_utils/test_loader.py index 37f5c4e..2fb2c51 100644 --- a/tests/test_utils/test_loader.py +++ b/tests/test_utils/test_loader.py @@ -43,6 +43,20 @@ def test_save_load_image_array_3(): validator.validate_image_array(reloaded_image_array) assert (reloaded_image_array == image_array).all() +def test_save_load_mask_image_array_1(): + image_array = helper.generate_mask_image_array() + mask = loader.save_mask_image_array_temporary(image_array) + reloaded_image_array = loader.load_image_array(mask) + validator.validate_mask_image_array(reloaded_image_array) + assert (reloaded_image_array == image_array).all() + +def test_save_load_mask_image_array_2(): + image_array = helper.generate_image_array(channel=4) + image = loader.save_image_array_temporary(image_array) + reloaded_image_array = loader.load_image_array(image) + validator.validate_image_array(reloaded_image_array) + assert (reloaded_image_array == image_array).all() + def test_loader_yolo(): dataset = loader.load_yolo_dataset(YOLO_FOLDER_IMAGES, YOLO_FOLDER_ANNOTATIONS, YOLO_FILE_NAMES) validator.validate_Dataset(dataset, check_image_bbox=True) From 2fbbbcc50f36c634b40d7a31848918b0debf6d60 Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 3 Nov 2022 23:19:10 +0700 Subject: [PATCH 057/116] fix validate pixel --- patchmentation/utils/validator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/patchmentation/utils/validator.py b/patchmentation/utils/validator.py index 03205ef..daba686 100644 --- a/patchmentation/utils/validator.py +++ b/patchmentation/utils/validator.py @@ -140,7 +140,7 @@ def validate_image_array_value(image_array: np.ndarray): raise TypeError(f'Received unexpected type {type(image_array)}') def validate_pixel(pixel: int): - assert pixel >= 0 and pixel <= 255, f'Expected pixel >= 0 and pixel <= 255, but got pixel {pixel} at {(i, j, k)}' + assert pixel >= 0 and pixel <= 255, f'Expected pixel >= 0 and pixel <= 255, but got pixel {pixel}' def validate_class_name(class_name: str, classes: List[str] = None): assert class_name != '', f'Expected class_name is not empty string, but got class_name {class_name}' From 5ab1a0b651aa17751b31066972ed4cc4aabfb5e8 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 4 Nov 2022 19:05:18 +0700 Subject: [PATCH 058/116] add converted patch2image --- patchmentation/utils/converter.py | 4 ++++ tests/test_utils/test_converter.py | 22 ++++++++++++++++++++++ 2 files changed, 26 insertions(+) diff --git a/patchmentation/utils/converter.py b/patchmentation/utils/converter.py index 5f7c675..1e9ee31 100644 --- a/patchmentation/utils/converter.py +++ b/patchmentation/utils/converter.py @@ -13,3 +13,7 @@ def image2patch(image: Image, class_name: str = None) -> Patch: def array2patch(image_array: np.ndarray, class_name: str = None) -> Patch: image = array2image(image_array) return image2patch(image, class_name) + +def patch2image(patch: Patch) -> Image: + image_array = patch.image_array() + return array2image(image_array) \ No newline at end of file diff --git a/tests/test_utils/test_converter.py b/tests/test_utils/test_converter.py index 11c9db3..5b97018 100644 --- a/tests/test_utils/test_converter.py +++ b/tests/test_utils/test_converter.py @@ -1,18 +1,23 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) +from patchmentation.collections import BBox, Image, Patch from patchmentation.utils import converter from tests import helper +import numpy as np + def test_array2image(): image_array = helper.generate_image_array() image = converter.array2image(image_array) + assert isinstance(image, Image) assert (image.image_array() == image_array).all() def test_image2patch(): image = helper.generate_Image() class_name = helper.generate_class_name() patch = converter.image2patch(image, class_name) + assert isinstance(patch, Patch) assert patch.class_name == class_name assert patch.image is image assert (patch.image_array() == image.image_array()).all() @@ -21,5 +26,22 @@ def test_array2patch(): image_array = helper.generate_image_array() class_name = helper.generate_class_name() patch = converter.array2patch(image_array, class_name) + assert isinstance(patch, Patch) assert patch.class_name == class_name assert (patch.image_array() == image_array).all() + +def test_patch2image(): + image_array = np.array([ + [[1, 2, 3], [4, 5, 6], [7, 8, 9]], + [[10, 11, 12], [13, 14, 15], [16, 17, 18]] + ]) + bbox = BBox(1, 0, 3, 1) + _image = converter.array2image(image_array) + patch = Patch(_image, bbox) + image = converter.patch2image(patch) + assert isinstance(image, Image) + actual_image_array = image.image_array() + expected_image_array = np.array([ + [[4, 5, 6], [7, 8, 9]] + ]) + assert (actual_image_array == expected_image_array).all() \ No newline at end of file From 27dbc5ee85b4cfcda668e61914d02fefef273a7f Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 4 Nov 2022 19:09:07 +0700 Subject: [PATCH 059/116] create mask with true value --- tests/helper.py | 28 +++++++++++++++++++++------- tests/test_utils/test_helper.py | 13 ++++++++++--- 2 files changed, 31 insertions(+), 10 deletions(-) diff --git a/tests/helper.py b/tests/helper.py index eacce95..11e40f4 100644 --- a/tests/helper.py +++ b/tests/helper.py @@ -5,7 +5,7 @@ import string import sys import numpy as np -from typing import List, Tuple, Callable +from typing import List, Tuple, Callable, Union from inspect import signature DEFAULT_MIN_WIDTH = 20 @@ -94,12 +94,22 @@ def generate_Mask(width: int = None, height: int = None) -> Mask: image_array = generate_mask_image_array(width, height) return loader.save_mask_image_array_temporary(image_array) -def generate_Image(width: int = None, height: int = None, mask: Mask = None) -> Image: +def generate_Image(width: int = None, height: int = None, mask: Union[Mask, bool] = None) -> Image: if width is None: width = generate_width() if height is None: height = generate_height() image_array = generate_image_array(width, height) image = loader.save_image_array_temporary(image_array) - image.mask = mask + if mask is not None: + image_width = image.width() + image_height = image.height() + if mask is True: + mask = generate_Mask(image_width, image_height) + if isinstance(mask, Mask): + assert image_width == mask.width() + assert image_height == mask.height() + image.mask = mask + else: + raise TypeError(f'Received unexpected mask {mask}') return image def generate_Patch(image: Image, classes: List[str] = None, **kwargs) -> Patch: @@ -171,12 +181,16 @@ def compare_unordered_list_equal(list_1: list, list_2: list) -> bool: if len(list_2) == 0: return True else: return False -def check_grayscale(image_array: np.ndarray) -> bool: - height, width, _ = image_array.shape +def check_grayscale(image: Union[np.ndarray, Image]) -> bool: + if isinstance(image, Image): + image = image.image_array() + height, width, _ = image.shape for i in range(height): for j in range(width): - pixel = image_array[i][j] - b, g, r = pixel + pixel = image[i][j] + b = pixel[0] + g = pixel[1] + r = pixel[2] if b != g or b != r: return False return True \ No newline at end of file diff --git a/tests/test_utils/test_helper.py b/tests/test_utils/test_helper.py index 118c87a..ddd2ef6 100644 --- a/tests/test_utils/test_helper.py +++ b/tests/test_utils/test_helper.py @@ -34,20 +34,27 @@ def test_generate_image_1(): width = 100 height = 20 image = helper.generate_Image(width, height) - validator.validate_Image(image, expected_width=width, expected_height=height) + validator.validate_Image(image, expected_width=width, expected_height=height, expected_channel=3) def test_generate_image_2(): width = 20 height = 100 image = helper.generate_Image(width, height) - validator.validate_Image(image, expected_width=width, expected_height=height) + validator.validate_Image(image, expected_width=width, expected_height=height, expected_channel=3) def test_generate_image_3(): width = 20 height = 100 mask = helper.generate_Mask(width, height) image = helper.generate_Image(width, height, mask) - validator.validate_Image(image, expected_width=width, expected_height=height) + validator.validate_Image(image, expected_width=width, expected_height=height, expected_channel=4) + +def test_generate_image_4(): + width = 20 + height = 100 + mask = True + image = helper.generate_Image(width, height, mask) + validator.validate_Image(image, expected_width=width, expected_height=height, expected_channel=4) def test_generate_patch(): image = helper.generate_Image() From 42876c7fa6395a2684f6b021c4f1b8a38278dbb8 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 4 Nov 2022 19:09:54 +0700 Subject: [PATCH 060/116] add additional color converter --- patchmentation/utils/functional.py | 9 ++++++++ tests/test_utils/test_functional.py | 35 +++++++++++++++++++++++++++++ 2 files changed, 44 insertions(+) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index 2c6abb2..91265b2 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -151,6 +151,15 @@ def convert_BGR2RGB(image_array: np.ndarray) -> np.ndarray: def convert_BGRA2RGBA(image_array: np.ndarray) -> np.ndarray: return cv2.cvtColor(image_array, cv2.COLOR_BGRA2RGBA) +def convert_BGRA2Grayscale(image_array: np.ndarray) -> np.ndarray: + alpha = image_array[:,:,3] + bgr = image_array[:,:,:3] + grayscale = convert_BGR2Grayscale(bgr) + return np.dstack((grayscale, alpha)) + +def convert_BGR2Grayscale(image_array: np.ndarray) -> np.ndarray: + return cv2.cvtColor(cv2.cvtColor(image_array, cv2.COLOR_BGR2GRAY), cv2.COLOR_GRAY2BGR) + def crop_image_array(image_array: np.ndarray, bbox: BBox) -> np.ndarray: xmin, ymin, xmax, ymax = bbox return image_array[ymin:ymax, xmin:xmax] \ No newline at end of file diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index cc85205..ae1803c 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -511,6 +511,41 @@ def test_convert_BGR2RGB(): ], 'uint8') assert (actual_image_array == expected_imagea_array).all() +def test_convert_BGRA2RGBA(): + image_array = np.array([ + [[1, 2, 3, 50], [4, 5, 6, 52], [7, 8, 9, 54]], + [[10, 11, 12, 51], [13, 14, 15, 53], [16, 17, 18, 55]] + ], 'uint8') + actual_image_array = F.convert_BGRA2RGBA(image_array) + expected_imagea_array = np.array([ + [[3, 2, 1, 50], [6, 5, 4, 52], [9, 8, 7, 54]], + [[12, 11, 10, 51], [15, 14, 13, 53], [18, 17, 16, 55]] + ], 'uint8') + assert (actual_image_array == expected_imagea_array).all() + +def test_convert_BGR2Grayscale(): + image_array = np.array([ + [[1, 2, 3], [4, 5, 6], [7, 8, 9]], + [[10, 11, 12], [13, 14, 15], [16, 17, 18]] + ], 'uint8') + actual_image_array = F.convert_BGR2RGB(image_array) + helper.check_grayscale(actual_image_array) + +def test_convert_BGRA2Grayscale(): + image_array = np.array([ + [[1, 2, 3, 50], [4, 5, 6, 52], [7, 8, 9, 54]], + [[10, 11, 12, 51], [13, 14, 15, 53], [16, 17, 18, 55]] + ], 'uint8') + actual_image_array = F.convert_BGRA2RGBA(image_array) + grayscale = actual_image_array[:,:,:3] + alpha = actual_image_array[:,:,3] + expected_alpha = np.array([ + [50, 52, 54], + [51, 53, 55] + ], 'uint8') + helper.check_grayscale(grayscale) + assert (alpha == expected_alpha).all() + def test_crop_image_array_1(): image_array = np.array([ [[1, 2, 3], [4, 5, 6], [7, 8, 9]], From a46072ca75d2223ad8ace62297995fc3648b75b1 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 4 Nov 2022 19:10:28 +0700 Subject: [PATCH 061/116] change transform input from np.ndarray to Image --- patchmentation/patchmentation.py | 7 +- patchmentation/utils/transform.py | 69 ++++-- tests/test_utils/test_transform.py | 374 +++++++++++++++++++---------- 3 files changed, 294 insertions(+), 156 deletions(-) diff --git a/patchmentation/patchmentation.py b/patchmentation/patchmentation.py index ce85859..3089a0e 100644 --- a/patchmentation/patchmentation.py +++ b/patchmentation/patchmentation.py @@ -18,7 +18,12 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi if actions is not None: for action in actions: if isinstance(action, Transform): - patches = [converter.array2patch(action.transform(patch.image_array()), patch.class_name) for patch in patches] + transformed_patches = [] + for patch in patches: + transformed_image = action.transform(converter.patch2image(patch)) + transformed_patch = converter.image2patch(transformed_image, patch.class_name) + transformed_patches.append(transformed_patch) + patches = transformed_patches if isinstance(action, Filter): patches = action.filter(patches) diff --git a/patchmentation/utils/transform.py b/patchmentation/utils/transform.py index e7b8e77..017e05e 100644 --- a/patchmentation/utils/transform.py +++ b/patchmentation/utils/transform.py @@ -5,14 +5,16 @@ import random from typing import Tuple, Union +from patchmentation.collections import Image from patchmentation.utils import functional as F +from patchmentation.utils import loader class Transform(ABC): - def __call__(self, image_array: np.ndarray) -> np.ndarray: - return self.transform(image_array) + def __call__(self, image: Image) -> Image: + return self.transform(image) @abstractmethod - def transform(self, image_array: np.ndarray) -> np.ndarray: + def transform(self, image: Image) -> Image: pass class Resize(Transform): @@ -23,17 +25,21 @@ def __init__(self, width: int = None, height: int = None, aspect_ratio: Union[Tu self.height = height self.aspect_ratio = aspect_ratio - def transform(self, image_array: np.ndarray) -> np.ndarray: - image_height, image_width, _ = image_array.shape + def transform(self, image: Image) -> Image: + image_height = image.height() + image_width = image.width() width, height = Resize._generate_width_height(self.width, self.height, image_width, image_height, self.aspect_ratio) - return Resize.resize(image_array, width, height) + return Resize.resize(image, width, height) AUTO_ASPECT_RATIO = 'auto' @staticmethod - def resize(image_array: np.ndarray, width: int, height: int) -> np.ndarray: - return F.resize_image_array(image_array, width, height) - + def resize(image: Image, width: int, height: int) -> Image: + image_array = image.image_array() + resized_image_array = F.resize_image_array(image_array, width, height) + resized_image = loader.save_image_array_temporary(resized_image_array) + return resized_image + @staticmethod def _generate_width_height(width: int, height: int, image_width: int, image_height: int, aspect_ratio: Union[Tuple[int, int], str]) -> Tuple[int, int]: if width is None: @@ -66,10 +72,10 @@ def __init__(self, width_range: Tuple[float, float] = None, height_range: Tuple[ self.height_range = height_range self.aspect_ratio = aspect_ratio - def transform(self, image_array: np.ndarray) -> np.ndarray: + def transform(self, image: Image) -> Image: width = None if self.width_range is None else random.randint(self.width_range[0], self.width_range[1]) height = None if self.height_range is None else random.randint(self.height_range[0], self.height_range[1]) - return Resize(width, height, self.aspect_ratio).transform(image_array) + return Resize(width, height, self.aspect_ratio).transform(image) class Scale(Transform): def __init__(self, scale_width: float = None, scale_height: float = None, aspect_ratio: Union[Tuple[int, int], str] = None): @@ -79,10 +85,11 @@ def __init__(self, scale_width: float = None, scale_height: float = None, aspect self.scale_height = scale_height self.aspect_ratio = aspect_ratio - def transform(self, image_array: np.ndarray) -> np.ndarray: - image_height, image_width, _ = image_array.shape + def transform(self, image: Image) -> Image: + image_height = image.height() + image_width = image.width() scale_width, scale_height = Scale._generate_scale_width_height(self.scale_width, self.scale_height, image_width, image_height, self.aspect_ratio) - return Scale.scale(image_array, scale_width, scale_height) + return Scale.scale(image, scale_width, scale_height) AUTO_ASPECT_RATIO = 'auto' @@ -91,11 +98,12 @@ def scale_length(length: int, scale: float) -> int: return int(length * scale) @staticmethod - def scale(image_array: np.ndarray, scale_width: float, scale_height: float) -> np.ndarray: - image_height, image_width, _ = image_array.shape + def scale(image: Image, scale_width: float, scale_height: float) -> Image: + image_height = image.height() + image_width = image.width() scaled_image_width = Scale.scale_length(image_width, scale_width) scaled_image_height = Scale.scale_length(image_height, scale_height) - return Resize.resize(image_array, scaled_image_width, scaled_image_height) + return Resize.resize(image, scaled_image_width, scaled_image_height) @staticmethod def _generate_scale_width_height(scale_width: int, scale_height: int, image_width: int, image_height: int, aspect_ratio: Union[Tuple[int, int], str]) -> Tuple[float, float]: @@ -127,28 +135,37 @@ def __init__(self, scale_width_range: Tuple[float, float] = None, scale_height_r self.scale_height_range = scale_height_range self.aspect_ratio = aspect_ratio - def transform(self, image_array: np.ndarray) -> np.ndarray: + def transform(self, image: Image) -> Image: scale_width = None if self.scale_width_range is None else random.uniform(self.scale_width_range[0], self.scale_width_range[1]) scale_height = None if self.scale_height_range is None else random.uniform(self.scale_height_range[0], self.scale_height_range[1]) - return Scale(scale_width, scale_height, self.aspect_ratio).transform(image_array) + return Scale(scale_width, scale_height, self.aspect_ratio).transform(image) class Grayscale(Transform): def __init__(self): pass - def transform(self, image_array: np.ndarray) -> np.ndarray: - return Grayscale.grayscale(image_array) + def transform(self, image: Image) -> Image: + return Grayscale.grayscale(image) @staticmethod - def grayscale(image_array: np.ndarray) -> np.ndarray: - return cv2.cvtColor(cv2.cvtColor(image_array, cv2.COLOR_BGR2GRAY), cv2.COLOR_GRAY2BGR) + def grayscale(image: Image) -> Image: + image_array = image.image_array() + channel = image.channel() + if channel == 3: + grayscale_image_array = F.convert_BGR2Grayscale(image_array) + elif channel == 4: + grayscale_image_array = F.convert_BGRA2Grayscale(image_array) + else: + raise TypeError(f'Received unexpected image channel {channel}') + grayscale = loader.save_image_array_temporary(grayscale_image_array) + return grayscale class RandomGrayscale(Transform): def __init__(self, p: float = 0.5): self.probability = p - def transform(self, image_array: np.ndarray) -> np.ndarray: + def transform(self, image: Image) -> Image: if random.random() < self.probability: - return Grayscale().transform(image_array) + return Grayscale().transform(image) else: - return image_array + return image diff --git a/tests/test_utils/test_transform.py b/tests/test_utils/test_transform.py index 5754624..7d54427 100644 --- a/tests/test_utils/test_transform.py +++ b/tests/test_utils/test_transform.py @@ -21,9 +21,10 @@ def test_resize_2(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 60 expected_image_height = 40 assert actual_image_width == expected_image_width @@ -37,9 +38,10 @@ def test_resize_3(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 20 expected_image_height = 60 assert actual_image_width == expected_image_width @@ -53,9 +55,10 @@ def test_resize_4(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 80 expected_image_height = 60 assert actual_image_width == expected_image_width @@ -69,9 +72,10 @@ def test_resize_5(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 80 expected_image_height = 160 assert actual_image_width == expected_image_width @@ -86,9 +90,10 @@ def test_resize_6(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 10 expected_image_height = 20 assert actual_image_width == expected_image_width @@ -103,9 +108,10 @@ def test_resize_7(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 40 expected_image_height = 20 assert actual_image_width == expected_image_width @@ -120,9 +126,10 @@ def test_resize_8(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 30 expected_image_height = 60 assert actual_image_width == expected_image_width @@ -137,14 +144,35 @@ def test_resize_9(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 100 expected_image_height = 60 assert actual_image_width == expected_image_width assert actual_image_height == expected_image_height +def test_resize_with_mask(): + width = 100 + height = 60 + aspect_ratio = (4, 8) + resize = transform.Resize(width, height, aspect_ratio) + + image_width = 20 + image_height = 40 + image = helper.generate_Image(image_width, image_height, mask=True) + resized_image = resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() + actual_image_channel = resized_image.channel() + expected_image_width = 100 + expected_image_height = 60 + expected_image_channel = 4 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert actual_image_channel == expected_image_channel + def test_random_resize_1(): width_range = (20, 40) height_range = (40, 60) @@ -153,9 +181,10 @@ def test_random_resize_1(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] @@ -167,9 +196,10 @@ def test_random_resize_2(): image_width = 60 image_height = 20 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] @@ -181,9 +211,10 @@ def test_random_resize_3(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert actual_image_height == image_height @@ -195,9 +226,10 @@ def test_random_resize_4(): image_width = 60 image_height = 20 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() assert actual_image_width == image_width assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] @@ -209,9 +241,10 @@ def test_random_resize_5(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) @@ -223,9 +256,10 @@ def test_random_resize_6(): image_width = 60 image_height = 20 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) @@ -237,9 +271,10 @@ def test_random_resize_7(): image_width = 20 image_height = 40 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.01) @@ -251,9 +286,10 @@ def test_random_resize_8(): image_width = 60 image_height = 20 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_resize(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.01) @@ -264,6 +300,24 @@ def test_random_resize_9(): with pytest.raises(TypeError): transform.RandomResize(width_range, height_range, aspect_ratio) +def test_random_resize_with_mask(): + width_range = None + height_range = (50, 60) + aspect_ratio = (3, 2) + random_resize = transform.RandomResize(width_range, height_range, aspect_ratio) + + image_width = 60 + image_height = 20 + image = helper.generate_Image(image_width, image_height, mask=True) + resized_image = random_resize(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() + actual_image_channel = resized_image.channel() + expected_image_channel = 4 + assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.01) + assert actual_image_channel == expected_image_channel + def test_scale_1(): scale_width = None scale_height = None @@ -279,9 +333,10 @@ def test_scale_2(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 60 expected_image_height = 60 assert actual_image_width == expected_image_width @@ -295,9 +350,10 @@ def test_scale_3(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 40 expected_image_height = 24 assert actual_image_width == expected_image_width @@ -311,9 +367,10 @@ def test_scale_4(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 32 expected_image_height = 72 assert actual_image_width == expected_image_width @@ -327,9 +384,10 @@ def test_scale_5(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 80 expected_image_height = 30 assert actual_image_width == expected_image_width @@ -343,9 +401,10 @@ def test_scale_6(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 32 expected_image_height = 48 assert actual_image_width == expected_image_width @@ -360,9 +419,10 @@ def test_scale_7(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 20 expected_image_height = 30 assert actual_image_width == expected_image_width @@ -377,9 +437,10 @@ def test_scale_8(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() expected_image_width = 15 expected_image_height = 30 assert actual_image_width == expected_image_width @@ -394,14 +455,36 @@ def test_scale_9(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() + expected_image_width = 60 + expected_image_height = 20 + assert actual_image_width == expected_image_width + assert actual_image_height == expected_image_height + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height) + +def test_scale_with_mask(): + scale_width = 1.5 + scale_height = None + aspect_ratio = (3, 1) + scale = transform.Scale(scale_width, scale_height, aspect_ratio) + + image_width = 40 + image_height = 60 + image = helper.generate_Image(image_width, image_height, mask=True) + resized_image = scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() + actual_image_channel = resized_image.channel() expected_image_width = 60 expected_image_height = 20 + expected_image_channel = 4 assert actual_image_width == expected_image_width assert actual_image_height == expected_image_height assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height) + assert actual_image_channel == expected_image_channel def test_random_scale_1(): scale_width_range = None @@ -418,9 +501,10 @@ def test_random_scale_2(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height expected_image_height = 60 @@ -436,9 +520,10 @@ def test_random_scale_3(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height expected_image_width = 40 @@ -454,9 +539,10 @@ def test_random_scale_4(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] @@ -470,9 +556,10 @@ def test_random_scale_5(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] @@ -486,9 +573,10 @@ def test_random_scale_6(): image_width = 40 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] @@ -502,9 +590,10 @@ def test_random_scale_7(): image_width = 80 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] @@ -518,70 +607,97 @@ def test_random_scale_8(): image_width = 80 image_height = 60 - image_array = helper.generate_image_array(image_width, image_height) - resized_image_array = random_scale(image_array) - actual_image_height, actual_image_width, _ = resized_image_array.shape + image = helper.generate_Image(image_width, image_height) + resized_image = random_scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.1) +def test_random_scale_with_mask(): + scale_width_range = None + scale_height_range = (1.5, 2.0) + aspect_ratio = (1, 3) + random_scale = transform.RandomScale(scale_width_range, scale_height_range, aspect_ratio) + + image_width = 80 + image_height = 60 + image = helper.generate_Image(image_width, image_height, mask=True) + resized_image = random_scale(image) + actual_image_width = resized_image.width() + actual_image_height = resized_image.height() + actual_image_width_scale = actual_image_width / image_width + actual_image_height_scale = actual_image_height / image_height + actual_image_channel = resized_image.channel() + expected_image_channel = 4 + assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] + assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.1) + assert actual_image_channel == expected_image_channel + def test_grayscale(): grayscale = transform.Grayscale() - image_array = helper.generate_image_array() - grayscale_image_array = grayscale(image_array) - assert helper.check_grayscale(grayscale_image_array) + image = helper.generate_Image() + grayscale_image = grayscale(image) + actual_channel = grayscale_image.channel() + expected_channel = 3 + assert helper.check_grayscale(grayscale_image) + assert actual_channel == expected_channel + +def test_grayscale_with_mask(): + grayscale = transform.Grayscale() + image = helper.generate_Image(mask=True) + grayscale_image = grayscale(image) + actual_channel = grayscale_image.channel() + expected_channel = 4 + assert helper.check_grayscale(grayscale_image) + assert actual_channel == expected_channel def test_random_grayscale_1(): p = 0.1 random_grayscale = transform.RandomGrayscale(p) - image_array = helper.generate_image_array(5, 5) + image = helper.generate_Image(5, 5) sample = 0 positive = 0 - iteration = 500 - for _ in range(iteration): - sample += 1 - grayscale_image_array = random_grayscale(image_array) - if helper.check_grayscale(grayscale_image_array): - positive += 1 - - actual_p = positive / sample - if not helper.compare_float_equal(actual_p, p, epsilon=0.1): - iteration = 1000 - for _ in range(iteration): + iteration = 200 + trial = 0 + max_trial = 3 + while trial < max_trial: + trial += 1 + for _ in range(trial * iteration): sample += 1 - grayscale_image_array = random_grayscale(image_array) - if helper.check_grayscale(grayscale_image_array): + grayscale_image = random_grayscale(image) + if helper.check_grayscale(grayscale_image): positive += 1 - - actual_p = positive / sample + actual_p = positive / sample + if helper.compare_float_equal(actual_p, p, epsilon=0.1): + break + assert helper.compare_float_equal(actual_p, p, epsilon=0.1) - + def test_random_grayscale_2(): p = 0.85 random_grayscale = transform.RandomGrayscale(p) - image_array = helper.generate_image_array(5, 5) + image = helper.generate_Image(5, 5) sample = 0 positive = 0 - iteration = 500 - for _ in range(iteration): - sample += 1 - grayscale_image_array = random_grayscale(image_array) - if helper.check_grayscale(grayscale_image_array): - positive += 1 - - actual_p = positive / sample - if not helper.compare_float_equal(actual_p, p, epsilon=0.1): - iteration = 1000 - for _ in range(iteration): + iteration = 200 + trial = 0 + max_trial = 3 + while trial < max_trial: + trial += 1 + for _ in range(trial * iteration): sample += 1 - grayscale_image_array = random_grayscale(image_array) - if helper.check_grayscale(grayscale_image_array): + grayscale_image = random_grayscale(image) + if helper.check_grayscale(grayscale_image): positive += 1 - - actual_p = positive / sample + actual_p = positive / sample + if helper.compare_float_equal(actual_p, p, epsilon=0.1): + break + assert helper.compare_float_equal(actual_p, p, epsilon=0.1) From 981798e2e15054f3a09d7941db67464bc2800ed5 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sat, 5 Nov 2022 21:45:16 +0700 Subject: [PATCH 062/116] add get_mask --- patchmentation/collections/image.py | 7 +++++++ tests/test_collections/test_image.py | 30 ++++++++++++++++++++++++++++ 2 files changed, 37 insertions(+) diff --git a/patchmentation/collections/image.py b/patchmentation/collections/image.py index 062d69b..e1f5a98 100644 --- a/patchmentation/collections/image.py +++ b/patchmentation/collections/image.py @@ -34,3 +34,10 @@ def height(self): def channel(self): return self.shape()[2] + + def get_mask(self) -> Mask: + if self.mask is None: + from patchmentation.utils import loader + mask_image_array = np.full((self.height(), self.width()), 255, np.uint8) + self.mask = loader.save_mask_image_array_temporary(mask_image_array) + return self.mask diff --git a/tests/test_collections/test_image.py b/tests/test_collections/test_image.py index 731afd4..120aa21 100644 --- a/tests/test_collections/test_image.py +++ b/tests/test_collections/test_image.py @@ -1,8 +1,11 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) +import numpy as np + from patchmentation.collections import Image from patchmentation.utils import validator +from patchmentation.utils import loader from tests import helper def test_image(): @@ -34,3 +37,30 @@ def test_image_mask(): assert image.mask is mask image_array = image.image_array() validator.validate_image_array(image_array, check_shape=True, expected_width=width, expected_height=height, expected_channel=4) + +def test_image_get_mask_1(): + width = 3 + height = 5 + image = helper.generate_Image(width, height) + mask_image_array = np.array([ + [1, 2, 3], + [4, 5, 6], + [7, 8, 9], + [10, 11, 12], + [13, 14, 15] + ]) + image.mask = loader.save_mask_image_array_temporary(mask_image_array) + assert (image.get_mask().image_array() == mask_image_array).all() + +def test_image_get_mask_2(): + width = 3 + height = 5 + image = helper.generate_Image(width, height) + mask_image_array = np.array([ + [255, 255, 255], + [255, 255, 255], + [255, 255, 255], + [255, 255, 255], + [255, 255, 255], + ]) + assert (image.get_mask().image_array() == mask_image_array).all() From 5307802f5136e32653c65473e5eec59dfde1bc23 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sat, 5 Nov 2022 21:54:11 +0700 Subject: [PATCH 063/116] add gaussian kernel 2d --- patchmentation/utils/functional.py | 13 +++++++++---- tests/test_utils/test_functional.py | 24 ++++++++++++++++++++++++ 2 files changed, 33 insertions(+), 4 deletions(-) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index 91265b2..dd58004 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -132,15 +132,15 @@ def place_image_array(patch_array: np.ndarray, image_array: np.ndarray, bbox: BB def display_image_array(image_array: np.ndarray, block: bool = True) -> None: if len(image_array.shape) == 2: - plt.imshow(image_array, cmap='gray') + plt.imshow(image_array, cmap='gray', vmin=0, vmax=255) plt.show(block=block) elif image_array.shape[2] == 3: image_array = convert_BGR2RGB(image_array) - plt.imshow(image_array) + plt.imshow(image_array, vmin=0, vmax=255) plt.show(block=block) elif image_array.shape[2] == 4: image_array = convert_BGRA2RGBA(image_array) - plt.imshow(image_array) + plt.imshow(image_array, vmin=0, vmax=255) plt.show(block=block) else: raise TypeError(f'Received unexpected image_array with shape {image_array.shape}') @@ -162,4 +162,9 @@ def convert_BGR2Grayscale(image_array: np.ndarray) -> np.ndarray: def crop_image_array(image_array: np.ndarray, bbox: BBox) -> np.ndarray: xmin, ymin, xmax, ymax = bbox - return image_array[ymin:ymax, xmin:xmax] \ No newline at end of file + return image_array[ymin:ymax, xmin:xmax] + +def gaussian_kernel_2d(kernel_size: int, sigma: float = 1.0) -> np.ndarray: + xdir_gauss = cv2.getGaussianKernel(kernel_size, sigma) + kernel = np.multiply(xdir_gauss.T, xdir_gauss) + return kernel diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index ae1803c..444de49 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -575,3 +575,27 @@ def test_crop_image_array_2(): [[22, 23, 24]] ]) assert (actual_image_array == expected_image_array).all() + +def test_gaussian_kernel_2d_1(): + kernel_size = 5 + sigma = 1.0 + expected_kernel = np.array([ + [0.00296902, 0.01330621, 0.02193823, 0.01330621, 0.00296902], + [0.01330621, 0.0596343 , 0.09832033, 0.0596343 , 0.01330621], + [0.02193823, 0.09832033, 0.16210282, 0.09832033, 0.02193823], + [0.01330621, 0.0596343 , 0.09832033, 0.0596343 , 0.01330621], + [0.00296902, 0.01330621, 0.02193823, 0.01330621, 0.00296902] + ]) + actual_kernel = F.gaussian_kernel_2d(kernel_size, sigma) + assert np.allclose(expected_kernel, actual_kernel) + +def test_gaussian_kernel_2d_2(): + kernel_size = 3 + sigma = 0.5 + expected_kernel = np.array([ + [0.01134374, 0.08381951, 0.01134374], + [0.08381951, 0.61934703, 0.08381951], + [0.01134374, 0.08381951, 0.01134374] + ]) + actual_kernel = F.gaussian_kernel_2d(kernel_size, sigma) + assert np.allclose(expected_kernel, actual_kernel) From 9bd005522c51e87839e9f1a26e9e30a133ad5270 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sat, 5 Nov 2022 22:45:08 +0700 Subject: [PATCH 064/116] add scipy --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index 8076ba5..e51272d 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,6 +2,7 @@ matplotlib>=3.5.3 numpy>=1.23.1 opencv-python>=4.6.0.66 typing-extensions>=4.3.0 +scipy>=1.9.3 # testing tools pytest>=7.1.3 From c5e34b98f46a70ea1bf17899950d35347bec41b8 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sat, 5 Nov 2022 22:45:34 +0700 Subject: [PATCH 065/116] add soft edge --- patchmentation/utils/transform.py | 25 +++++++++++++++++++ tests/test_utils/test_transform.py | 39 ++++++++++++++++++++++++++++++ 2 files changed, 64 insertions(+) diff --git a/patchmentation/utils/transform.py b/patchmentation/utils/transform.py index 017e05e..1d1e88e 100644 --- a/patchmentation/utils/transform.py +++ b/patchmentation/utils/transform.py @@ -4,6 +4,7 @@ import numpy as np import random from typing import Tuple, Union +from scipy.signal import convolve2d from patchmentation.collections import Image from patchmentation.utils import functional as F @@ -169,3 +170,27 @@ def transform(self, image: Image) -> Image: return Grayscale().transform(image) else: return image + +class SoftEdge(Transform): + def __init__(self, kernel_size: int, sigma: float = 1.0): + self.kernel_size = kernel_size + self.sigma = sigma + self.kernel = F.gaussian_kernel_2d(self.kernel_size, self.sigma) + + def transform(self, image: Image) -> Image: + return SoftEdge.softedge(image, self.kernel) + + @staticmethod + def softedge(image: Image, kernel: np.ndarray) -> Image: + kernel_height, kernel_width = kernel.shape + assert kernel_height % 2 == 1, f'Expected kernel_height is odd, but received kernel_height {kernel_height}' + assert kernel_width % 2 == 1, f'Expected kernel_width is odd, but received kernel_width {kernel_width}' + mask_image_array = image.get_mask().image_array() + mask_height, mask_width = mask_image_array.shape + pad_up = pad_down = int((kernel_height - 1) / 2) + pad_left = pad_right = int((kernel_width - 1) / 2) + mask_image_array = F.resize_image_array(mask_image_array, mask_width - pad_left - pad_right, mask_height - pad_up - pad_down) + mask_image_array = np.pad(mask_image_array, ((pad_up, pad_down), (pad_left, pad_right))) + mask_image_array = convolve2d(mask_image_array, kernel, mode='same').astype(np.uint8) + mask = loader.save_mask_image_array_temporary(mask_image_array) + return Image(image.path, mask) diff --git a/tests/test_utils/test_transform.py b/tests/test_utils/test_transform.py index 7d54427..5bfa3e8 100644 --- a/tests/test_utils/test_transform.py +++ b/tests/test_utils/test_transform.py @@ -5,6 +5,7 @@ from patchmentation.utils import transform import pytest +import numpy as np def test_resize_1(): width = None @@ -701,3 +702,41 @@ def test_random_grayscale_2(): break assert helper.compare_float_equal(actual_p, p, epsilon=0.1) + +def test_softedge_1(): + kernel_size = 3 + sigma = 1.0 + softedge = transform.SoftEdge(kernel_size, sigma) + image = helper.generate_Image(5, 8) + softedge_image = softedge.transform(image) + expected_softedge_mask_image_array = np.array([ + [ 19, 50, 69, 50, 19], + [ 50, 134, 185, 134, 50], + [ 69, 185, 255, 185, 69], + [ 69, 185, 255, 185, 69], + [ 69, 185, 255, 185, 69], + [ 69, 185, 255, 185, 69], + [ 50, 134, 185, 134, 50], + [ 19, 50, 69, 50, 19] + ]) + assert softedge_image.path == image.path + assert (softedge_image.get_mask().image_array() == expected_softedge_mask_image_array).all() + +def test_softedge_2(): + kernel_size = 5 + sigma = 0.8 + softedge = transform.SoftEdge(kernel_size, sigma) + image = helper.generate_Image(5, 8) + softedge_image = softedge.transform(image) + expected_softedge_mask_image_array = np.array([ + [ 0, 1, 2, 1, 0], + [ 1, 14, 31, 14, 1], + [ 4, 43, 95, 43, 4], + [ 5, 56, 124, 56, 5], + [ 5, 56, 124, 56, 5], + [ 4, 43, 95, 43, 4], + [ 1, 14, 31, 14, 1], + [ 0, 1, 2, 1, 0] + ]) + assert softedge_image.path == image.path + assert (softedge_image.get_mask().image_array() == expected_softedge_mask_image_array).all() From cd5a6c57f2dd7c7438b8b18d7144180bcfc3b96f Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 6 Nov 2022 00:03:43 +0700 Subject: [PATCH 066/116] add hard edge --- patchmentation/utils/transform.py | 8 ++++++++ tests/test_utils/test_transform.py | 14 ++++++++++++++ 2 files changed, 22 insertions(+) diff --git a/patchmentation/utils/transform.py b/patchmentation/utils/transform.py index 1d1e88e..bb8d969 100644 --- a/patchmentation/utils/transform.py +++ b/patchmentation/utils/transform.py @@ -194,3 +194,11 @@ def softedge(image: Image, kernel: np.ndarray) -> Image: mask_image_array = convolve2d(mask_image_array, kernel, mode='same').astype(np.uint8) mask = loader.save_mask_image_array_temporary(mask_image_array) return Image(image.path, mask) + +class HardEdge(Transform): + def __init__(self): + pass + + def transform(self, image: Image) -> Image: + mask = loader.save_mask_image_array_temporary(np.full((image.height(), image.width()), 255, np.uint8)) + return Image(image.path, mask) diff --git a/tests/test_utils/test_transform.py b/tests/test_utils/test_transform.py index 5bfa3e8..90552f1 100644 --- a/tests/test_utils/test_transform.py +++ b/tests/test_utils/test_transform.py @@ -740,3 +740,17 @@ def test_softedge_2(): ]) assert softedge_image.path == image.path assert (softedge_image.get_mask().image_array() == expected_softedge_mask_image_array).all() + +def test_hardedge(): + width = 5 + height = 3 + image = helper.generate_Image(width, height) + hardedge = transform.HardEdge() + hardedge_image = hardedge.transform(image) + expected_hardedge_mask_image_array = np.array([ + [255, 255, 255, 255, 255], + [255, 255, 255, 255, 255], + [255, 255, 255, 255, 255] + ]) + assert hardedge_image.path == image.path + assert (hardedge_image.get_mask().image_array() == expected_hardedge_mask_image_array).all() From 1a1335303be3765f8eda17cf09e9d28fe46fb783 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 08:52:14 +0700 Subject: [PATCH 067/116] add overlay image --- patchmentation/utils/functional.py | 28 +++++++++ tests/test_utils/test_functional.py | 97 +++++++++++++++++++++++++++++ 2 files changed, 125 insertions(+) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index dd58004..5dbe5b4 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -1,4 +1,5 @@ from patchmentation.collections import BBox, Image, Patch, ImagePatch +from patchmentation.utils import loader import numpy as np import cv2 @@ -130,6 +131,33 @@ def place_image_array(patch_array: np.ndarray, image_array: np.ndarray, bbox: BB image_array[image_ymin:image_ymax, image_xmin: image_xmax] = patch_array[patch_ymin:patch_ymax, patch_xmin:patch_xmax] return BBox(image_xmin, image_ymin, image_xmax, image_ymax) +def overlay_image(image_a: Image, image_b: Image, bbox: BBox) -> Image: + assert bbox.width() == image_b.width() + assert bbox.height() == image_b.height() + + background_image_array = image_a.image_array()[:,:,:3] + background_mask_image_array = image_a.get_mask().image_array() + + overlay_image_array = image_b.image_array()[:,:,:3] + overlay_mask_image_array = image_b.get_mask().image_array() + + background_color = background_image_array[bbox.ymin:bbox.ymax, bbox.xmin:bbox.xmax, :] / 255.0 + background_alpha = background_mask_image_array[bbox.ymin:bbox.ymax, bbox.xmin:bbox.xmax] / 255.0 + background_alpha = np.dstack((background_alpha, background_alpha, background_alpha)) + overlay_color = overlay_image_array / 255.0 + overlay_alpha = overlay_mask_image_array / 255.0 + overlay_alpha = np.dstack((overlay_alpha, overlay_alpha, overlay_alpha)) + + composite_alpha = overlay_alpha + background_alpha * (1 - overlay_alpha) + composite_color = overlay_color * overlay_alpha + background_color * background_alpha * (1 - overlay_alpha) + composite_alpha = (composite_alpha[:,:,0] * 255).astype(np.uint8) + composite_color = (composite_color * 255).astype(np.uint8) + + background_image_array[bbox.ymin:bbox.ymax, bbox.xmin:bbox.xmax, :] = composite_color + background_mask_image_array[bbox.ymin:bbox.ymax, bbox.xmin:bbox.xmax] = composite_alpha + image_array = np.dstack((background_image_array, background_mask_image_array)) + return loader.save_image_array_temporary(image_array) + def display_image_array(image_array: np.ndarray, block: bool = True) -> None: if len(image_array.shape) == 2: plt.imshow(image_array, cmap='gray', vmin=0, vmax=255) diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index 444de49..9da7287 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -2,6 +2,7 @@ sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) from patchmentation.utils import functional as F +from patchmentation.utils import loader from patchmentation.utils import validator from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset from tests import helper @@ -599,3 +600,99 @@ def test_gaussian_kernel_2d_2(): ]) actual_kernel = F.gaussian_kernel_2d(kernel_size, sigma) assert np.allclose(expected_kernel, actual_kernel) + +def test_overlay_image_1(): + image_a_image_array = np.array([ + [[1, 2, 3], [4, 5, 6], [7, 8, 9]], + [[10, 11, 12], [13, 14, 15], [16, 17, 18]], + [[19, 20, 21], [22, 23, 24], [25, 26, 27]], + [[28, 29, 30], [31, 32, 33], [34, 35, 36]] + ]) + image_b_image_array = np.array([ + [[101, 102, 103], [104, 105, 106]], + [[107, 108, 109], [110, 111, 112]], + [[113, 114, 115], [116, 117, 118]] + ]) + bbox = BBox(1, 0, 3, 3) + image_a = loader.save_image_array_temporary(image_a_image_array) + image_b = loader.save_image_array_temporary(image_b_image_array) + expected_image_array = np.array([ + [[1, 2, 3, 255], [101, 102, 103, 255], [104, 105, 106, 255]], + [[10, 11, 12, 255], [107, 108, 109, 255], [110, 111, 112, 255]], + [[19, 20, 21, 255], [113, 114, 115, 255], [116, 117, 118, 255]], + [[28, 29, 30, 255], [31, 32, 33, 255], [34, 35, 36, 255]] + ]) + actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array() + assert (expected_image_array == actual_image_array).all() + +def test_overlay_image_2(): + image_a_image_array = np.array([ + [[1, 2, 3], [4, 5, 6], [7, 8, 9]], + [[10, 11, 12], [13, 14, 15], [16, 17, 18]], + [[19, 20, 21], [22, 23, 24], [25, 26, 27]], + [[28, 29, 30], [31, 32, 33], [34, 35, 36]] + ]) + image_b_image_array = np.array([ + [[101, 102, 103], [104, 105, 106]], + [[107, 108, 109], [110, 111, 112]], + [[113, 114, 115], [116, 117, 118]] + ]) + bbox = BBox(0, 1, 2, 4) + image_a = loader.save_image_array_temporary(image_a_image_array) + image_b = loader.save_image_array_temporary(image_b_image_array) + expected_image_array = np.array([ + [[1, 2, 3, 255], [4, 5, 6, 255], [7, 8, 9, 255]], + [[101, 102, 103, 255], [104, 105, 106, 255], [16, 17, 18, 255]], + [[107, 108, 109, 255], [110, 111, 112, 255], [25, 26, 27, 255]], + [[113, 114, 115, 255], [116, 117, 118, 255], [34, 35, 36, 255]] + ]) + actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array() + assert (expected_image_array == actual_image_array).all() + +def test_overlay_image_3(): + image_a_image_array = np.array([ + [[1, 2, 3, 255], [4, 5, 6, 255], [7, 8, 9, 255]], + [[10, 11, 12, 255], [13, 14, 15, 255], [16, 17, 18, 255]], + [[19, 20, 21, 255], [22, 23, 24, 255], [25, 26, 27, 255]], + [[28, 29, 30, 255], [31, 32, 33, 255], [34, 35, 36, 255]] + ]) + image_b_image_array = np.array([ + [[101, 102, 103, 0], [104, 105, 106, 50]], + [[107, 108, 109, 100], [110, 111, 112, 150]], + [[113, 114, 115, 200], [116, 117, 118, 255]] + ]) + bbox = BBox(1, 1, 3, 4) + image_a = loader.save_image_array_temporary(image_a_image_array) + image_b = loader.save_image_array_temporary(image_b_image_array) + expected_image_array = np.array([ + [[1, 2, 3, 255], [4, 5, 6, 255], [7, 8, 9, 255]], + [[10, 11, 12, 255], [13, 14, 15, 255], [33, 34, 35, 255]], + [[19, 20, 21, 255], [55, 56, 57, 255], [75, 76, 77, 255]], + [[28, 29, 30, 255], [95, 96, 97, 255], [116, 117, 118, 255]] + ]) + actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array() + assert (expected_image_array == actual_image_array).all() + +def test_overlay_image_4(): + image_a_image_array = np.array([ + [[1, 2, 3, 0], [4, 5, 6, 0], [7, 8, 9, 0]], + [[10, 11, 12, 50], [13, 14, 15, 50], [16, 17, 18, 50]], + [[19, 20, 21, 100], [22, 23, 24, 100], [25, 26, 27, 100]], + [[28, 29, 30, 150], [31, 32, 33, 150], [34, 35, 36, 150]] + ]) + image_b_image_array = np.array([ + [[101, 102, 103, 0], [104, 105, 106, 50]], + [[107, 108, 109, 100], [110, 111, 112, 150]], + [[113, 114, 115, 200], [116, 117, 118, 255]] + ]) + bbox = BBox(0, 0, 2, 3) + image_a = loader.save_image_array_temporary(image_a_image_array) + image_b = loader.save_image_array_temporary(image_b_image_array) + expected_image_array = np.array([ + [[0, 0, 0, 0], [20, 20, 20, 50], [7, 8, 9, 0]], + [[43, 43, 44, 130], [65, 66, 67, 170], [16, 17, 18, 50]], + [[90, 91, 91, 221], [116, 117, 118, 255], [25, 26, 27, 100]], + [[28, 29, 30, 150], [31, 32, 33, 150], [34, 35, 36, 150]] + ]) + actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array() + assert (expected_image_array == actual_image_array).all() From 21c9e8dc7e3c2e2f7733300a41da13968ff9a620 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 10:19:58 +0700 Subject: [PATCH 068/116] rework visibility suppression as visibility thresholding --- patchmentation/utils/functional.py | 55 +++++++++++ tests/test_utils/test_functional.py | 139 ++++++++++++++++++++++++++++ 2 files changed, 194 insertions(+) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index 5dbe5b4..0e64099 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -105,6 +105,61 @@ def visibility_suppression(patches: List[Patch], visibility_threshold: float, no return result_patches +def visibility_thresholding(list_patch_bbox: List[Tuple[Patch, BBox]], visibility_threshold: float, list_non_removal_patch_bbox: List[Tuple[Patch, BBox]] = None) -> List[Tuple[Patch, BBox]]: + if len(list_patch_bbox) == 0: return [] + + min_x, min_y, max_x, max_y = list_patch_bbox[0][1] + for _, bbox in list_patch_bbox: + xmin, ymin, xmax, ymax = bbox + min_x = min(min_x, xmin) + min_y = min(min_y, ymin) + max_x = max(max_x, xmax) + max_y = max(max_y, ymax) + + EMPTY_CELL = -1 + grid_width = max_x - min_x + grid_height = max_y - min_y + grid = np.full((grid_height, grid_width), EMPTY_CELL) + + total_area = [0] * len(list_patch_bbox) + + for i, (_, bbox) in enumerate(list_patch_bbox): + xmin, ymin, xmax, ymax = bbox + xmin -= min_x + xmax -= min_x + ymin -= min_y + ymax -= min_y + grid[ymin:ymax, xmin:xmax] = i + total_area[i] = bbox.area() + + if list_non_removal_patch_bbox is not None: + for _, bbox in list_non_removal_patch_bbox: + xmin, ymin, xmax, ymax = bbox + xmin -= min_x + xmax -= min_x + ymin -= min_y + ymax -= min_y + xmin = max(0, xmin) + ymin = max(0, ymin) + xmax = min(xmax, grid_width) + ymax = min(ymax, grid_height) + if xmin >= grid_width or ymin >= grid_height or xmax < 0 or ymax < 0 : continue + grid[ymin:ymax, xmin:xmax] = EMPTY_CELL + + visible_area = dict(zip(*np.unique(grid, return_counts=True))) + + visibility = [0] * len(list_patch_bbox) + for i in range(len(list_patch_bbox)): + if total_area[i] != 0 and i in visible_area: + visibility[i] = visible_area[i] / total_area[i] + + result_patch_bbox = [] + for i, patch_bbox in enumerate(list_patch_bbox): + if visibility[i] > visibility_threshold: + result_patch_bbox.append(patch_bbox) + + return result_patch_bbox + def resize_image_array(image_array: np.ndarray, width: int, height: int) -> np.ndarray: return cv2.resize(image_array, (width, height), interpolation = cv2.INTER_AREA) diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index 9da7287..36ac639 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -696,3 +696,142 @@ def test_overlay_image_4(): ]) actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array() assert (expected_image_array == actual_image_array).all() + +def test_visibility_thresholding_1(): + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 10, 10) + patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 0, 5, 9) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 0.5 + list_non_removal_patch_bbox = None + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_1, patch_bbox_3] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_2(): + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 10, 10) + patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 0, 5, 9) + list_patch_bbox = [patch_bbox_1, patch_bbox_3, patch_bbox_2] + visibility_threshold = 0.5 + list_non_removal_patch_bbox = None + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_3(): + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 10, 10) + patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 10) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 0.5 + list_non_removal_patch_bbox = None + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_3] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_4(): + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 10, 10) + patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 10) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 0.4 + list_non_removal_patch_bbox = None + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_5(): + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 10, 10) + patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 10) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + patch_bbox_4 = helper.generate_Patch(image), BBox(0, 0, 5, 4) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 0.4 + list_non_removal_patch_bbox = [patch_bbox_4] + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_6(): + INF = float('inf') + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 10, 10) + patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 10) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + patch_bbox_4 = helper.generate_Patch(image), BBox(0, 0, 5, 4) + patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 5, INF, 6) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 0.4 + list_non_removal_patch_bbox = [patch_bbox_4, patch_bbox_5] + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_1] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_7(): + INF = float('inf') + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 10, 10) + patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 10) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + patch_bbox_4 = helper.generate_Patch(image), BBox(0, 0, 5, 4) + patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 5, INF, INF) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 0.4 + list_non_removal_patch_bbox = [patch_bbox_4, patch_bbox_5] + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_8(): + INF = float('inf') + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + patch_bbox_2 = helper.generate_Patch(image), BBox(5, 5, 10, 10) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 5, 5, 15) + patch_bbox_4 = helper.generate_Patch(image), BBox(-5, -10, 5, 10) + patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 3, INF, 5) + patch_bbox_6 = helper.generate_Patch(image), BBox(INF, 0, INF, INF) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 0.4 + list_non_removal_patch_bbox = [patch_bbox_4, patch_bbox_5, patch_bbox_6] + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_2, patch_bbox_3] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_9(): + INF = float('inf') + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + patch_bbox_2 = helper.generate_Patch(image), BBox(5, 5, 10, 10) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 5, 5, 15) + patch_bbox_4 = helper.generate_Patch(image), BBox(-5, -10, 5, 10) + patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 3, INF, 5) + patch_bbox_6 = helper.generate_Patch(image), BBox(INF, 0, INF, INF) + list_patch_bbox = [] + visibility_threshold = 0.4 + list_non_removal_patch_bbox = [patch_bbox_4, patch_bbox_5, patch_bbox_6] + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_10(): + INF = float('inf') + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 5, 5) + patch_bbox_2 = helper.generate_Patch(image), BBox(5, 5, 10, 10) + patch_bbox_3 = helper.generate_Patch(image), BBox(0, 5, 5, 15) + patch_bbox_4 = helper.generate_Patch(image), BBox(-5, -10, 5, 10) + patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 3, INF, 5) + patch_bbox_6 = helper.generate_Patch(image), BBox(INF, 0, INF, INF) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 0.4 + list_non_removal_patch_bbox = [] + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + assert actual_list_patch_bbox == expected_list_patch_bbox From 6277764f452f5fc718e9bc9960dc8be3082d1336 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 20:19:29 +0700 Subject: [PATCH 069/116] add refresh button --- Streamlit/page.py | 2 +- Streamlit/section.py | 29 +++++++++++++++++++++++++++-- 2 files changed, 28 insertions(+), 3 deletions(-) diff --git a/Streamlit/page.py b/Streamlit/page.py index 501c318..04df822 100644 --- a/Streamlit/page.py +++ b/Streamlit/page.py @@ -27,4 +27,4 @@ def patchmentation(key: str = 'page-patchmentation'): result_image_patch = patch_augmentation(patches, background_image, conf.get('visibility_threshold', 0.5), actions) section.display_image_patch(result_image_patch, key=f'{key}-display_result_image_patch') - \ No newline at end of file + section.refresh_button(key=f'{key}-refresh') \ No newline at end of file diff --git a/Streamlit/section.py b/Streamlit/section.py index 1bdd558..b92732c 100644 --- a/Streamlit/section.py +++ b/Streamlit/section.py @@ -41,6 +41,8 @@ TRANSFORM_RANDOM_SCALE = 'Random Scale' TRANSFORM_GRAYSCALE = 'Grayscale' TRANSFORM_RANDOM_GRAYSCALE = 'Random Grayscale' +TRANSFORM_SOFTEDGE = 'Soft Edge' +TRANSFORM_HARDEDGE = 'Hard Edge' FILTER_WIDTH = 'Filter by Width' FILTER_HEIGHT = 'Filter by Height' @@ -189,6 +191,7 @@ def input_action(key: str) -> Union[transform.Transform, filter.Filter]: TRANSFORM_RESIZE, TRANSFORM_RANDOM_RESIZE, TRANSFORM_SCALE, TRANSFORM_RANDOM_SCALE, TRANSFORM_GRAYSCALE, TRANSFORM_RANDOM_GRAYSCALE, + TRANSFORM_SOFTEDGE, TRANSFORM_HARDEDGE, FILTER_WIDTH, FILTER_HEIGHT ] action = st.selectbox('Action', options, key=f'{key}-selectbox-action') @@ -217,6 +220,12 @@ def input_action(key: str) -> Union[transform.Transform, filter.Filter]: if action == FILTER_HEIGHT: return input_filter_height(key=f'{key}-filter-height') + if action == TRANSFORM_SOFTEDGE: + return input_transform_softedge(key=f'{key}-transform-softedge') + + if action == TRANSFORM_HARDEDGE: + return input_transform_hardedge(key=f'{key}-transform-hardedge') + return None def input_transform_resize(key: str) -> transform.Resize: @@ -392,6 +401,20 @@ def input_transform_random_grayscale(key: str) -> transform.RandomGrayscale: p = st.number_input('Probability', min_value=0.0, max_value=1.0, value=0.5, step=0.05, key=f'{key}-p') return transform.RandomGrayscale(p) +def input_transform_softedge(key: str) -> transform.SoftEdge: + col = st.columns([1, 1]) + + with col[0]: + kernel_size = st.number_input('Kernel Size', min_value=1, value=5, step=2, key=f'{key}-kernel-size') + + with col[1]: + sigma = st.number_input('Sigma', min_value=0.0, value=1.0, step=0.1, key=f'{key}-sigma') + + return transform.SoftEdge(kernel_size, sigma) + +def input_transform_hardedge(key: str) -> transform.HardEdge: + return transform.HardEdge() + def input_filter_width(key: str) -> filter.FilterWidth: col = st.columns([3, 1]) @@ -414,7 +437,6 @@ def input_filter_height(key: str) -> filter.FilterHeight: return filter.FilterHeight(height, comparator) - def _number_input(number: int, key: str = 'number') -> Union[int, None]: if number == 'None' or number == '': return None @@ -487,4 +509,7 @@ def patchmentation_configuration(key: str): conf = dict() visibility_threshold = st.number_input('Visibility Threshold', min_value=0.0, max_value=1.0, value=0.5, step=0.05, key=f'{key}-visibility-threshold') conf['visibility_threshold'] = visibility_threshold - return conf \ No newline at end of file + return conf + +def refresh_button(key: str): + st.button('Refresh', key=f'{key}-refresh-button') From 41d1f27d24a0768edd8e83c642c961354171ac84 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 20:20:18 +0700 Subject: [PATCH 070/116] fix softedge and hardedge --- patchmentation/utils/transform.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/patchmentation/utils/transform.py b/patchmentation/utils/transform.py index bb8d969..fa885c8 100644 --- a/patchmentation/utils/transform.py +++ b/patchmentation/utils/transform.py @@ -5,6 +5,7 @@ import random from typing import Tuple, Union from scipy.signal import convolve2d +from copy import copy from patchmentation.collections import Image from patchmentation.utils import functional as F @@ -193,7 +194,9 @@ def softedge(image: Image, kernel: np.ndarray) -> Image: mask_image_array = np.pad(mask_image_array, ((pad_up, pad_down), (pad_left, pad_right))) mask_image_array = convolve2d(mask_image_array, kernel, mode='same').astype(np.uint8) mask = loader.save_mask_image_array_temporary(mask_image_array) - return Image(image.path, mask) + result_image = copy(image) + result_image.mask = mask + return result_image class HardEdge(Transform): def __init__(self): @@ -201,4 +204,6 @@ def __init__(self): def transform(self, image: Image) -> Image: mask = loader.save_mask_image_array_temporary(np.full((image.height(), image.width()), 255, np.uint8)) - return Image(image.path, mask) + result_image = copy(image) + result_image.mask = mask + return result_image From 8e1fbdff7aa516a786aefbbf50b8d89327de2b48 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 20:28:02 +0700 Subject: [PATCH 071/116] change visibility threshold comparator to gte --- patchmentation/utils/functional.py | 2 +- tests/test_utils/test_functional.py | 29 +++++++++++++++++++++++++++-- 2 files changed, 28 insertions(+), 3 deletions(-) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index 0e64099..1d7ced0 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -155,7 +155,7 @@ def visibility_thresholding(list_patch_bbox: List[Tuple[Patch, BBox]], visibilit result_patch_bbox = [] for i, patch_bbox in enumerate(list_patch_bbox): - if visibility[i] > visibility_threshold: + if visibility[i] >= visibility_threshold: result_patch_bbox.append(patch_bbox) return result_patch_bbox diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index 36ac639..88d718d 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -730,7 +730,7 @@ def test_visibility_thresholding_3(): visibility_threshold = 0.5 list_non_removal_patch_bbox = None actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) - expected_list_patch_bbox = [patch_bbox_3] + expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] assert actual_list_patch_bbox == expected_list_patch_bbox def test_visibility_thresholding_4(): @@ -770,7 +770,7 @@ def test_visibility_thresholding_6(): visibility_threshold = 0.4 list_non_removal_patch_bbox = [patch_bbox_4, patch_bbox_5] actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) - expected_list_patch_bbox = [patch_bbox_1] + expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2] assert actual_list_patch_bbox == expected_list_patch_bbox def test_visibility_thresholding_7(): @@ -835,3 +835,28 @@ def test_visibility_thresholding_10(): actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_11(): + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 10, 10) + patch_bbox_2 = helper.generate_Patch(image), BBox(10, 0, 20, 5) + patch_bbox_3 = helper.generate_Patch(image), BBox(10, 5, 20, 10) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 1.0 + list_non_removal_patch_bbox = None + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + assert actual_list_patch_bbox == expected_list_patch_bbox + +def test_visibility_thresholding_12(): + image = helper.generate_Image() + patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 10, 10) + patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 10) + patch_bbox_3 = helper.generate_Patch(image), BBox(5, 0, 100, 10) + list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + visibility_threshold = 0.0 + list_non_removal_patch_bbox = None + actual_list_patch_bbox = F.visibility_thresholding(list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox) + expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] + assert actual_list_patch_bbox == expected_list_patch_bbox + From 207eb084d8c255808a9722d167d511ea7926a81b Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 20:28:40 +0700 Subject: [PATCH 072/116] rework patch augmentation --- patchmentation/patchmentation.py | 66 +++++++++++++------------------- tests/integration_test.py | 19 ++++++++- 2 files changed, 45 insertions(+), 40 deletions(-) diff --git a/patchmentation/patchmentation.py b/patchmentation/patchmentation.py index 3089a0e..3da3751 100644 --- a/patchmentation/patchmentation.py +++ b/patchmentation/patchmentation.py @@ -12,8 +12,8 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi if isinstance(image, ImagePatch): image = image.image - background_image_array = loader.load_image_array(image) - background_image_height, background_image_width, _ = background_image_array.shape + background_image_width = image.width() + background_image_height = image.height() if actions is not None: for action in actions: @@ -27,51 +27,39 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi if isinstance(action, Filter): patches = action.filter(patches) - ATTR_TARGET_BBOX = 'target_bbox' - + list_patch_bbox = [] for patch in patches: - width = patch.bbox.width() - height = patch.bbox.height() - xmin = random.randint(0, background_image_width - 1) - ymin = random.randint(0, background_image_height - 1) + width = patch.width() + height = patch.height() + xmin = random.randint(0, background_image_width - width) + ymin = random.randint(0, background_image_height - height) xmax = xmin + width ymax = ymin + height - target_bbox = BBox(xmin, ymin, xmax, ymax) - setattr(patch, ATTR_TARGET_BBOX, target_bbox) + bbox = BBox(xmin, ymin, xmax, ymax) + list_patch_bbox.append((patch, bbox)) INF = float('inf') - patches = F.visibility_suppression( - patches=patches, - visibility_threshold=visibility_threshold, - non_removal_patches=[ - Patch(None, BBox(-INF, -INF, 0, INF), None), - Patch(None, BBox(-INF, -INF, INF, 0), None), - Patch(None, BBox(background_image_width + 1, -INF, INF, INF), None), - Patch(None, BBox(-INF, background_image_height + 1, INF, INF), None), - ], - attr_bbox=ATTR_TARGET_BBOX, - attr_non_removal_patches_bbox='bbox' + list_patch_bbox = F.visibility_thresholding( + list_patch_bbox, + visibility_threshold, + list_non_removal_patch_bbox=[ + (None, BBox(-INF, -INF, 0, INF)), + (None, BBox(-INF, -INF, INF, 0)), + (None, BBox(background_image_width, -INF, INF, INF)), + (None, BBox(-INF, background_image_height, INF, INF)) + ] ) - result_image_array = background_image_array + result_image: Image = image result_patches: List[Patch] = [] - for patch in patches: - target_bbox = getattr(patch, ATTR_TARGET_BBOX) - width = target_bbox.width() - height = target_bbox.height() - - patch_array = patch.image_array() - patch_array = F.resize_image_array(patch_array, width, height) - - result_bbox = F.place_image_array(patch_array, result_image_array, target_bbox) - result_patch = Patch('', result_bbox, patch.class_name) - result_patches.append(result_patch) - result_image = loader.save_image_array_temporary(result_image_array) - for patch in result_patches: - patch.image = result_image - - for patch in patches: - delattr(patch, ATTR_TARGET_BBOX) + for patch, bbox in list_patch_bbox: + patch_image = converter.patch2image(patch) + result_image = F.overlay_image(result_image, patch_image, bbox) + result_patch = Patch(None, bbox, patch.class_name) + result_patches.append(result_patch) + for result_patch in result_patches: + result_patch.image = result_image + return ImagePatch(result_image, result_patches) diff --git a/tests/integration_test.py b/tests/integration_test.py index 97d612d..754e4ef 100644 --- a/tests/integration_test.py +++ b/tests/integration_test.py @@ -51,4 +51,21 @@ def test_patch_augmentation_3(): patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches imagePatch = patch_augmentation(patches, background_image, actions=actions) - validator.validate_ImagePatch(imagePatch) \ No newline at end of file + validator.validate_ImagePatch(imagePatch) + +# import pytest +# @pytest.mark.skip +def test_patch_augmentation_4(): + actions = [ + transform.Resize(height=200, aspect_ratio='auto'), + transform.HardEdge(), + transform.SoftEdge(5, 1), + transform.Scale(scale_width=0.8, aspect_ratio=(1, 1)) + ] + + dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) + background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2) + + patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches + imagePatch = patch_augmentation(patches, background_image, actions=actions) + validator.validate_ImagePatch(imagePatch) From 51185e825218949c0ed539b408ae277687f07936 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 20:40:16 +0700 Subject: [PATCH 073/116] remove place_image_array and visibility_suppression --- patchmentation/utils/functional.py | 85 --------- tests/test_utils/test_functional.py | 258 ---------------------------- 2 files changed, 343 deletions(-) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index 1d7ced0..01cd507 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -43,68 +43,6 @@ def scale_bbox(bbox: BBox, scale: float) -> BBox: ymax = ymin + scaled_height return BBox(xmin, ymin, xmax, ymax) -def visibility_suppression(patches: List[Patch], visibility_threshold: float, non_removal_patches: List[Patch] = None, **kwargs) -> List[Patch]: - if len(patches) == 0: return [] - - attr_bbox = kwargs.get('attr_bbox', 'bbox') - attr_non_removal_patches_bbox = kwargs.get('attr_non_removal_patches_bbox', 'bbox') - - min_x, min_y, max_x, max_y = getattr(patches[0], attr_bbox) - for patch in patches: - xmin, ymin, xmax, ymax = getattr(patch, attr_bbox) - min_x = min(min_x, xmin) - min_y = min(min_y, ymin) - max_x = max(max_x, xmax) - max_y = max(max_y, ymax) - - EMPTY_CELL = -1 - grid_width = max_x - min_x - grid_height = max_y - min_y - grid = np.full((grid_height, grid_width), EMPTY_CELL) - - total_area = [0] * len(patches) - visible_area = [0] * len(patches) - - for i, patch in enumerate(patches): - xmin, ymin, xmax, ymax = getattr(patch, attr_bbox) - xmin -= min_x - xmax -= min_x - ymin -= min_y - ymax -= min_y - grid[ymin:ymax, xmin:xmax] = i - total_area[i] = getattr(patch, attr_bbox).area() - - if non_removal_patches is not None: - for patch in non_removal_patches: - xmin, ymin, xmax, ymax = getattr(patch, attr_non_removal_patches_bbox) - xmin -= min_x - xmax -= min_x - ymin -= min_y - ymax -= min_y - xmin = max(0, xmin) - ymin = max(0, ymin) - xmax = min(xmax, grid_width) - ymax = min(ymax, grid_height) - if xmin >= grid_width or ymin >= grid_height or xmax < 0 or ymax < 0 : continue - grid[ymin:ymax, xmin:xmax] = EMPTY_CELL - - for i in range(grid_height): - for j in range(grid_width): - if grid[i][j] != EMPTY_CELL: - visible_area[grid[i][j]] += 1 - - visibility = [0] * len(patches) - for i in range(len(patches)): - if total_area[i] != 0: - visibility[i] = visible_area[i] / total_area[i] - - result_patches = [] - for i, patch in enumerate(patches): - if visibility[i] > visibility_threshold: - result_patches.append(patch) - - return result_patches - def visibility_thresholding(list_patch_bbox: List[Tuple[Patch, BBox]], visibility_threshold: float, list_non_removal_patch_bbox: List[Tuple[Patch, BBox]] = None) -> List[Tuple[Patch, BBox]]: if len(list_patch_bbox) == 0: return [] @@ -163,29 +101,6 @@ def visibility_thresholding(list_patch_bbox: List[Tuple[Patch, BBox]], visibilit def resize_image_array(image_array: np.ndarray, width: int, height: int) -> np.ndarray: return cv2.resize(image_array, (width, height), interpolation = cv2.INTER_AREA) -def place_image_array(patch_array: np.ndarray, image_array: np.ndarray, bbox: BBox) -> BBox: - xmin, ymin, xmax, ymax = bbox - image_height, image_width, _ = image_array.shape - patch_height, patch_width, _ = patch_array.shape - - dif_xmin = max(0, 0 - xmin) - dif_ymin = max(0, 0 - ymin) - dif_xmax = min(0, image_width - xmax) - dif_ymax = min(0, image_height - ymax) - - patch_xmin = dif_xmin - patch_ymin = dif_ymin - patch_xmax = patch_width + dif_xmax - patch_ymax = patch_height + dif_ymax - - image_xmin = xmin + dif_xmin - image_ymin = ymin + dif_ymin - image_xmax = xmax + dif_xmax - image_ymax = ymax + dif_ymax - - image_array[image_ymin:image_ymax, image_xmin: image_xmax] = patch_array[patch_ymin:patch_ymax, patch_xmin:patch_xmax] - return BBox(image_xmin, image_ymin, image_xmax, image_ymax) - def overlay_image(image_a: Image, image_b: Image, bbox: BBox) -> Image: assert bbox.width() == image_b.width() assert bbox.height() == image_b.height() diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index 88d718d..3a20137 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -206,192 +206,6 @@ def test_scale_bbox_4(): expected_bbox = BBox(1, 2, 1, 2) assert actual_bbox == expected_bbox -def test_visibility_suppression_1(): - patch_1 = Patch(None, BBox(0, 0, 10, 10), None) - patch_2 = Patch(None, BBox(0, 0, 5, 5), None) - patch_3 = Patch(None, BBox(0, 0, 5, 9), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.5 - non_removal_patches = None - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_1, patch_3] - assert actual_patches == expected_patches - -def test_visibility_suppression_2(): - patch_1 = Patch(None, BBox(0, 0, 10, 10), None) - patch_2 = Patch(None, BBox(0, 0, 5, 5), None) - patch_3 = Patch(None, BBox(0, 0, 5, 9), None) - patches = [patch_1, patch_3, patch_2] - visibility_threshold = 0.5 - non_removal_patches = None - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_1, patch_2] - assert actual_patches == expected_patches - -def test_visibility_suppression_3(): - patch_1 = Patch(None, BBox(0, 0, 10, 10), None) - patch_2 = Patch(None, BBox(0, 0, 5, 10), None) - patch_3 = Patch(None, BBox(0, 0, 5, 5), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.5 - non_removal_patches = None - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_3] - assert actual_patches == expected_patches - -def test_visibility_suppression_4(): - patch_1 = Patch(None, BBox(0, 0, 10, 10), None) - patch_2 = Patch(None, BBox(0, 0, 5, 10), None) - patch_3 = Patch(None, BBox(0, 0, 5, 5), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.4 - non_removal_patches = None - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_1, patch_2, patch_3] - assert actual_patches == expected_patches - -def test_visibility_suppression_5(): - patch_1 = Patch(None, BBox(0, 0, 10, 10), None) - patch_2 = Patch(None, BBox(0, 0, 5, 10), None) - patch_3 = Patch(None, BBox(0, 0, 5, 5), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.5 - non_removal_patches = None - attr_bbox = 'attr_bbox' - setattr(patch_1, attr_bbox, BBox(0, 0, 10, 10)) - setattr(patch_2, attr_bbox, BBox(0, 0, 5, 9)) - setattr(patch_3, attr_bbox, BBox(0, 0, 5, 5)) - attr_non_removal_patches_bbox = None - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_1, patch_3] - assert actual_patches == expected_patches - -def test_visibility_suppression_6(): - patch_1 = Patch(None, BBox(0, 0, 10, 10), None) - patch_2 = Patch(None, BBox(0, 0, 5, 10), None) - patch_3 = Patch(None, BBox(0, 0, 5, 5), None) - patch_4 = Patch(None, BBox(0, 0, 5, 4), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.4 - non_removal_patches = [patch_4] - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_1, patch_2] - assert actual_patches == expected_patches - -def test_visibility_suppression_7(): - INF = float('inf') - patch_1 = Patch(None, BBox(0, 0, 10, 10), None) - patch_2 = Patch(None, BBox(0, 0, 5, 10), None) - patch_3 = Patch(None, BBox(0, 0, 5, 5), None) - patch_4 = Patch(None, BBox(0, 0, 5, 4), None) - patch_5 = Patch(None, BBox(-INF, 5, INF, 6), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.4 - non_removal_patches = [patch_4, patch_5] - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_1] - assert actual_patches == expected_patches - -def test_visibility_suppression_8(): - INF = float('inf') - patch_1 = Patch(None, BBox(0, 0, 10, 10), None) - patch_2 = Patch(None, BBox(0, 0, 5, 10), None) - patch_3 = Patch(None, BBox(0, 0, 5, 5), None) - patch_4 = Patch(None, BBox(0, 0, 5, 4), None) - patch_5 = Patch(None, BBox(-INF, 5, INF, INF), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.4 - non_removal_patches = [patch_4, patch_5] - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [] - assert actual_patches == expected_patches - -def test_visibility_suppression_9(): - INF = float('inf') - patch_1 = Patch(None, BBox(0, 0, 10, 10), None) - patch_2 = Patch(None, BBox(0, 0, 5, 10), None) - patch_3 = Patch(None, BBox(0, 0, 5, 5), None) - patch_4 = Patch(None, BBox(0, 0, 5, 4), None) - patch_5 = Patch(None, BBox(-INF, 5, INF, 6), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.4 - non_removal_patches = [patch_4, patch_5] - attr_bbox = 'attr_bbox' - setattr(patch_1, attr_bbox, BBox(0, 0, 10, 10)) - setattr(patch_2, attr_bbox, BBox(0, 0, 5, 9)) - setattr(patch_3, attr_bbox, BBox(0, 0, 5, 5)) - attr_non_removal_patches_bbox = 'attr_non_removal_patches_bbox' - setattr(patch_4, attr_non_removal_patches_bbox, BBox(-INF, -INF, INF, 0)) - setattr(patch_5, attr_non_removal_patches_bbox, BBox(-INF, 5, INF, INF)) - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_3] - assert actual_patches == expected_patches - -def test_visibility_suppression_10(): - INF = float('inf') - patch_1 = Patch(None, BBox(0, 0, 5, 5), None) - patch_2 = Patch(None, BBox(5, 5, 10, 10), None) - patch_3 = Patch(None, BBox(0, 5, 5, 15), None) - patch_4 = Patch(None, BBox(-5, -10, 5, 10), None) - patch_5 = Patch(None, BBox(-INF, 3, INF, 5), None) - patch_6 = Patch(None, BBox(INF, 0, INF, INF), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.4 - non_removal_patches = [patch_4, patch_5, patch_6] - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_2, patch_3] - assert actual_patches == expected_patches - -def test_visibility_suppression_11(): - INF = float('inf') - patch_1 = Patch(None, BBox(0, 0, 5, 5), None) - patch_2 = Patch(None, BBox(5, 5, 10, 10), None) - patch_3 = Patch(None, BBox(0, 5, 5, 15), None) - patch_4 = Patch(None, BBox(-5, -10, 5, 10), None) - patch_5 = Patch(None, BBox(-INF, 3, INF, 5), None) - patch_6 = Patch(None, BBox(INF, 0, INF, INF), None) - patches = [] - visibility_threshold = 0.4 - non_removal_patches = [patch_4, patch_5, patch_6] - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [] - assert actual_patches == expected_patches - -def test_visibility_suppression_12(): - INF = float('inf') - patch_1 = Patch(None, BBox(0, 0, 5, 5), None) - patch_2 = Patch(None, BBox(5, 5, 10, 10), None) - patch_3 = Patch(None, BBox(0, 5, 5, 15), None) - patch_4 = Patch(None, BBox(-5, -10, 5, 10), None) - patch_5 = Patch(None, BBox(-INF, 3, INF, 5), None) - patch_6 = Patch(None, BBox(INF, 0, INF, INF), None) - patches = [patch_1, patch_2, patch_3] - visibility_threshold = 0.4 - non_removal_patches = [] - attr_bbox = 'bbox' - attr_non_removal_patches_bbox = 'bbox' - actual_patches = F.visibility_suppression(patches, visibility_threshold, non_removal_patches, attr_bbox=attr_bbox, attr_non_removal_patches_bbox=attr_non_removal_patches_bbox) - expected_patches = [patch_1, patch_2, patch_3] - assert actual_patches == expected_patches - def test_resize_image_array_1(): width = 10 height = 20 @@ -410,78 +224,6 @@ def test_resize_image_array_2(): actual_image_array = F.resize_image_array(image_array, expected_width, expected_height) validator.validate_image_array(actual_image_array, expected_width=expected_width, expected_height=expected_height) -def test_place_image_array_1(): - patch_array = np.array([ - [[1, 11], [2, 22]], - [[33, 3], [44, 4]], - [[5, 55], [6, 66]] - ]) - image_array = np.array([ - [[-1, -11], [-2, -22], [-3, -33]], - [[-44, -4], [-55, -5], [-66, -6]], - [[-77, -7], [-88, -8], [-99, -9]], - [[-10, -100], [-11, -110], [-12, -120]] - ]) - bbox = BBox(1, 0, 3, 3) - actual_bbox = F.place_image_array(patch_array, image_array, bbox) - expected_image_array = np.array([ - [[-1, -11], [1, 11], [2, 22]], - [[-44, -4], [33, 3], [44, 4]], - [[-77, -7], [5, 55], [6, 66]], - [[-10, -100], [-11, -110], [-12, -120]] - ]) - expected_bbox = BBox(1, 0, 3, 3) - assert (image_array == expected_image_array).all() - assert actual_bbox == expected_bbox - -def test_place_image_array_2(): - patch_array = np.array([ - [[1, 11], [2, 22]], - [[33, 3], [44, 4]], - [[5, 55], [6, 66]] - ]) - image_array = np.array([ - [[-1, -11], [-2, -22], [-3, -33]], - [[-44, -4], [-55, -5], [-66, -6]], - [[-77, -7], [-88, -8], [-99, -9]], - [[-10, -100], [-11, -110], [-12, -120]] - ]) - bbox = BBox(2, 2, 4, 5) - actual_bbox = F.place_image_array(patch_array, image_array, bbox) - expected_image_array = np.array([ - [[-1, -11], [-2, -22], [-3, -33]], - [[-44, -4], [-55, -5], [-66, -6]], - [[-77, -7], [-88, -8], [1, 11]], - [[-10, -100], [-11, -110], [33, 3]] - ]) - expected_bbox = BBox(2, 2, 3, 4) - assert (image_array == expected_image_array).all() - assert actual_bbox == expected_bbox - -def test_place_image_array_3(): - patch_array = np.array([ - [[1, 11], [2, 22]], - [[33, 3], [44, 4]], - [[5, 55], [6, 66]] - ]) - image_array = np.array([ - [[-1, -11], [-2, -22], [-3, -33]], - [[-44, -4], [-55, -5], [-66, -6]], - [[-77, -7], [-88, -8], [-99, -9]], - [[-10, -100], [-11, -110], [-12, -120]] - ]) - bbox = BBox(-1, -1, 1, 2) - actual_bbox = F.place_image_array(patch_array, image_array, bbox) - expected_image_array = np.array([ - [[44, 4], [-2, -22], [-3, -33]], - [[6, 66], [-55, -5], [-66, -6]], - [[-77, -7], [-88, -8], [-99, -9]], - [[-10, -100], [-11, -110], [-12, -120]] - ]) - expected_bbox = BBox(0, 0, 1, 2) - assert (image_array == expected_image_array).all() - assert actual_bbox == expected_bbox - @pytest.mark.filterwarnings('error') def test_display_image_array_Grayscale(): image_array = helper.generate_mask_image_array(10, 20) From 5da9a374ba2502571eb8566db976a4d08faf7580 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 22:33:31 +0700 Subject: [PATCH 074/116] add negative patching --- Streamlit/page.py | 8 ++++++- Streamlit/section.py | 34 +++++++++++++++++++++++++---- patchmentation/utils/functional.py | 21 ++++++++++++++++++ tests/test_utils/test_functional.py | 7 ++++++ 4 files changed, 65 insertions(+), 5 deletions(-) diff --git a/Streamlit/page.py b/Streamlit/page.py index 04df822..edaf4b2 100644 --- a/Streamlit/page.py +++ b/Streamlit/page.py @@ -5,6 +5,7 @@ from patchmentation import patch_augmentation import streamlit as st +import random def dataset(key: str = 'page-dataset'): dataset = section.dataset(key=f'{key}-dataset') @@ -12,6 +13,8 @@ def dataset(key: str = 'page-dataset'): def patchmentation(key: str = 'page-patchmentation'): dataset = section.dataset(key=f'{key}-dataset') + shuffle = section.input_shuffle(key=f'{key}-shuffle') + negative_patches = section.negative_patch(dataset, key=f'{key}-negative-patches') background_image = section.background_image(key=f'{key}-background_image') actions = section.input_actions(key=f'{key}-input_actions') conf = section.patchmentation_configuration(key=f'{key}-patchmentation_conf') @@ -20,10 +23,13 @@ def patchmentation(key: str = 'page-patchmentation'): st.error(f'ERROR: Invalid dataset') return - patches = [] + patches = negative_patches for image_patch in dataset.image_patches: for patch in image_patch.patches: patches.append(patch) + + if shuffle: + random.shuffle(patches) result_image_patch = patch_augmentation(patches, background_image, conf.get('visibility_threshold', 0.5), actions) section.display_image_patch(result_image_patch, key=f'{key}-display_result_image_patch') diff --git a/Streamlit/section.py b/Streamlit/section.py index b92732c..23a24cf 100644 --- a/Streamlit/section.py +++ b/Streamlit/section.py @@ -1,16 +1,18 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) -from patchmentation.collections import Image, Dataset, ImagePatch +from patchmentation.collections import Image, Dataset, ImagePatch, Patch from patchmentation.utils import loader from patchmentation.utils import transform from patchmentation.utils import filter from patchmentation.utils import Comparator +from patchmentation.utils import functional as F import streamlit as st import extra_streamlit_components as stx import numpy as np -from typing import List, Tuple, Union +import random +from typing import List, Tuple, Union, Dict, Any SAMPLE_FOLDER_IMAGES = 'dataset/sample_patchmentation/source/obj_train_data/' SAMPLE_FOLDER_ANNOTATIONS = 'dataset/sample_patchmentation/source/obj_train_data/' @@ -504,12 +506,36 @@ def input_comparator(key: str) -> Comparator: raise RuntimeError(f'Unexpected comparator {comparator}') -def patchmentation_configuration(key: str): +def patchmentation_configuration(key: str) -> Dict[str, Any]: st.subheader('Configuration') conf = dict() visibility_threshold = st.number_input('Visibility Threshold', min_value=0.0, max_value=1.0, value=0.5, step=0.05, key=f'{key}-visibility-threshold') conf['visibility_threshold'] = visibility_threshold return conf -def refresh_button(key: str): +def refresh_button(key: str) -> None: st.button('Refresh', key=f'{key}-refresh-button') + +def negative_patch(dataset: Dataset, key: str) -> List[Patch]: + use_negative_patch = st.checkbox('Negative Patch', key=f'{key}-negative-patch-checkbox') + negative_patches = [] + if not use_negative_patch: + return negative_patches + + col = st.columns([1, 1]) + + with col[0]: + n_negative_patch = st.number_input('Number of Negative Patch', min_value=0, step=1, key=f'{key}-number-of-negative-patch') + + with col[1]: + iou_threshold = st.number_input('IOU Threshold', min_value=0.0, max_value=1.0, value=0.5, step=0.05, key=f'{key}-iou-threshold') + + for _ in range(n_negative_patch): + image_patch = random.choice(dataset.image_patches) + patch = F.get_negative_patch(image_patch, iou_threshold) + negative_patches.append(patch) + + return negative_patches + +def input_shuffle(key: str) -> bool: + return st.checkbox('Shuffle', value=True, key=f'{key}-shuffle') \ No newline at end of file diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index 01cd507..7b94787 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -3,6 +3,7 @@ import numpy as np import cv2 +import random import matplotlib.pyplot as plt from typing import List, Tuple @@ -166,3 +167,23 @@ def gaussian_kernel_2d(kernel_size: int, sigma: float = 1.0) -> np.ndarray: xdir_gauss = cv2.getGaussianKernel(kernel_size, sigma) kernel = np.multiply(xdir_gauss.T, xdir_gauss) return kernel + +NEGATIVE_PATCH_CLASS_NAME = 'NEGATIVE_PATCH' +def get_negative_patch(image_patch: ImagePatch, iou_threshold: float) -> Patch: + image = image_patch.image + image_width = image.width() + image_height = image.height() + while True: + xmin = random.randint(0, image_width) + ymin = random.randint(0, image_height) + xmax = random.randint(xmin, image_width) + ymax = random.randint(ymin, image_height) + bbox = BBox(xmin, ymin, xmax, ymax) + valid = True + for positive_patch in image_patch.patches: + if intersection_over_union(bbox, positive_patch.bbox) >= iou_threshold: + valid = False + break + if valid: + return Patch(image, bbox, NEGATIVE_PATCH_CLASS_NAME) + \ No newline at end of file diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index 3a20137..b308163 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -602,3 +602,10 @@ def test_visibility_thresholding_12(): expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] assert actual_list_patch_bbox == expected_list_patch_bbox +def test_get_negative_patch(): + image_patch = helper.generate_ImagePatch() + iou_threshold = 0.5 + negative_patch = F.get_negative_patch(image_patch, iou_threshold) + for patch in image_patch.patches: + assert F.intersection_over_union(patch.bbox, negative_patch.bbox) < iou_threshold + assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME From 6cf6441f634bdc376bd1c5e1299fc2742379be46 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 22:54:06 +0700 Subject: [PATCH 075/116] add filter by aspect ratio --- Streamlit/section.py | 20 +++++++++++++- patchmentation/utils/filter.py | 15 +++++++++++ tests/test_utils/test_filter.py | 47 +++++++++++++++++++++++++++++++++ 3 files changed, 81 insertions(+), 1 deletion(-) diff --git a/Streamlit/section.py b/Streamlit/section.py index 23a24cf..6f2a20d 100644 --- a/Streamlit/section.py +++ b/Streamlit/section.py @@ -47,6 +47,7 @@ TRANSFORM_HARDEDGE = 'Hard Edge' FILTER_WIDTH = 'Filter by Width' FILTER_HEIGHT = 'Filter by Height' +FILTER_ASPECT_RATIO = 'Filter by Aspect Ratio' ASPECT_RATIO_NONE = None ASPECT_RATIO_AUTO = 'auto' @@ -194,7 +195,7 @@ def input_action(key: str) -> Union[transform.Transform, filter.Filter]: TRANSFORM_SCALE, TRANSFORM_RANDOM_SCALE, TRANSFORM_GRAYSCALE, TRANSFORM_RANDOM_GRAYSCALE, TRANSFORM_SOFTEDGE, TRANSFORM_HARDEDGE, - FILTER_WIDTH, FILTER_HEIGHT + FILTER_WIDTH, FILTER_HEIGHT, FILTER_ASPECT_RATIO ] action = st.selectbox('Action', options, key=f'{key}-selectbox-action') @@ -222,6 +223,9 @@ def input_action(key: str) -> Union[transform.Transform, filter.Filter]: if action == FILTER_HEIGHT: return input_filter_height(key=f'{key}-filter-height') + if action == FILTER_ASPECT_RATIO: + return input_filter_aspect_ratio(key=f'{key}-filter-aspect-ratio') + if action == TRANSFORM_SOFTEDGE: return input_transform_softedge(key=f'{key}-transform-softedge') @@ -439,6 +443,20 @@ def input_filter_height(key: str) -> filter.FilterHeight: return filter.FilterHeight(height, comparator) +def input_filter_aspect_ratio(key: str) -> filter.FilterAspectRatio: + col = st.columns([3, 3, 2]) + + with col[0]: + width = st.number_input('Width', min_value=0, value=0, step=1, key=f'{key}-width') + + with col[1]: + height = st.number_input('Height', min_value=0, value=0, step=1, key=f'{key}-height') + + with col[2]: + comparator = input_comparator(key=f'{key}-comparator') + + return filter.FilterAspectRatio(width, height, comparator) + def _number_input(number: int, key: str = 'number') -> Union[int, None]: if number == 'None' or number == '': return None diff --git a/patchmentation/utils/filter.py b/patchmentation/utils/filter.py index d96ca7f..3c2fb8a 100644 --- a/patchmentation/utils/filter.py +++ b/patchmentation/utils/filter.py @@ -40,3 +40,18 @@ def filter(self, patches: List[Patch]) -> List[Patch]: if self.comparator(height, self.height): result.append(patch) return result + +class FilterAspectRatio(Filter): + def __init__(self, width: int, height: int, comparator: Comparator): + self.width = width + self.height = height + self.comparator = comparator + + def filter(self, patches: List[Patch]) -> List[Patch]: + threshold_aspect_ratio = self.width / self.height + result = [] + for patch in patches: + aspect_ratio = patch.width() / patch.height() + if self.comparator(aspect_ratio, threshold_aspect_ratio): + result.append(patch) + return result diff --git a/tests/test_utils/test_filter.py b/tests/test_utils/test_filter.py index 74e39fa..3317347 100644 --- a/tests/test_utils/test_filter.py +++ b/tests/test_utils/test_filter.py @@ -83,3 +83,50 @@ def test_filter_height_2(): patches[0] ] assert helper.compare_unordered_list_equal(actual_filtered_patches, expected_filtered_patches) + +def test_filter_aspect_ratio_1(): + width = 2 + height = 1 + comparator = Comparator.LessEqual + filter_aspect_ratio = filter.FilterAspectRatio(width, height, comparator) + + patches = [ + converter.array2patch(helper.generate_image_array(10, 20)), + converter.array2patch(helper.generate_image_array(10, 21)), + converter.array2patch(helper.generate_image_array(10, 19)), + converter.array2patch(helper.generate_image_array(20, 10)), + converter.array2patch(helper.generate_image_array(21, 10)), + converter.array2patch(helper.generate_image_array(19, 10)), + ] + actual_filtered_patches = filter_aspect_ratio(patches) + expected_filtered_patches = [ + patches[0], + patches[1], + patches[2], + patches[3], + patches[5], + ] + assert helper.compare_unordered_list_equal(actual_filtered_patches, expected_filtered_patches) + +def test_filter_aspect_ratio_2(): + width = 1 + height = 2 + comparator = Comparator.GreaterThan + filter_aspect_ratio = filter.FilterAspectRatio(width, height, comparator) + + patches = [ + converter.array2patch(helper.generate_image_array(10, 20)), + converter.array2patch(helper.generate_image_array(10, 21)), + converter.array2patch(helper.generate_image_array(10, 19)), + converter.array2patch(helper.generate_image_array(20, 10)), + converter.array2patch(helper.generate_image_array(21, 10)), + converter.array2patch(helper.generate_image_array(19, 10)), + ] + actual_filtered_patches = filter_aspect_ratio(patches) + expected_filtered_patches = [ + patches[2], + patches[3], + patches[4], + patches[5], + ] + assert helper.compare_unordered_list_equal(actual_filtered_patches, expected_filtered_patches) From 29b67d7993c93d78c2cac1d88274315eea57651b Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 22:58:51 +0700 Subject: [PATCH 076/116] fix negative patch produce patch with zero area --- patchmentation/utils/functional.py | 8 ++++---- tests/test_utils/test_functional.py | 2 ++ 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index 7b94787..d2d6543 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -174,10 +174,10 @@ def get_negative_patch(image_patch: ImagePatch, iou_threshold: float) -> Patch: image_width = image.width() image_height = image.height() while True: - xmin = random.randint(0, image_width) - ymin = random.randint(0, image_height) - xmax = random.randint(xmin, image_width) - ymax = random.randint(ymin, image_height) + xmin = random.randint(0, image_width - 1) + ymin = random.randint(0, image_height - 1) + xmax = random.randint(xmin + 1, image_width) + ymax = random.randint(ymin + 1, image_height) bbox = BBox(xmin, ymin, xmax, ymax) valid = True for positive_patch in image_patch.patches: diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index b308163..793efe9 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -609,3 +609,5 @@ def test_get_negative_patch(): for patch in image_patch.patches: assert F.intersection_over_union(patch.bbox, negative_patch.bbox) < iou_threshold assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME + assert negative_patch.width() > 0 + assert negative_patch.height() > 0 From e96cb1d805855e15cb3ce8d48f2e05e3db5f34c2 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 7 Nov 2022 23:01:06 +0700 Subject: [PATCH 077/116] change default value for filter by aspect ratio --- Streamlit/section.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Streamlit/section.py b/Streamlit/section.py index 6f2a20d..6371827 100644 --- a/Streamlit/section.py +++ b/Streamlit/section.py @@ -447,10 +447,10 @@ def input_filter_aspect_ratio(key: str) -> filter.FilterAspectRatio: col = st.columns([3, 3, 2]) with col[0]: - width = st.number_input('Width', min_value=0, value=0, step=1, key=f'{key}-width') + width = st.number_input('Width', min_value=0, value=1, step=1, key=f'{key}-width') with col[1]: - height = st.number_input('Height', min_value=0, value=0, step=1, key=f'{key}-height') + height = st.number_input('Height', min_value=0, value=1, step=1, key=f'{key}-height') with col[2]: comparator = input_comparator(key=f'{key}-comparator') From 845ea1d03b7201e6af333e908e727143ae797913 Mon Sep 17 00:00:00 2001 From: William Justin Date: Tue, 8 Nov 2022 22:26:27 +0700 Subject: [PATCH 078/116] add background patching --- patchmentation/patchmentation.py | 28 ++++++++++++++++++++++++--- tests/integration_test.py | 33 +++++++++++++++++++------------- 2 files changed, 45 insertions(+), 16 deletions(-) diff --git a/patchmentation/patchmentation.py b/patchmentation/patchmentation.py index 3da3751..5070bc9 100644 --- a/patchmentation/patchmentation.py +++ b/patchmentation/patchmentation.py @@ -8,8 +8,19 @@ from typing import List, Tuple, Union -def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], visibility_threshold: float = 0.5, actions: List[Union[Transform, Filter]] = None) -> ImagePatch: +def patch_augmentation( + patches: List[Patch], + image: Union[Image, ImagePatch], + visibility_threshold: float = 0.5, + actions: List[Union[Transform, Filter]] = None, + preserve_background_patch: bool = True + ) -> ImagePatch: + + background_patches = [] + if isinstance(image, ImagePatch): + if preserve_background_patch: + background_patches = image.patches image = image.image background_image_width = image.width() @@ -37,17 +48,22 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi ymax = ymin + height bbox = BBox(xmin, ymin, xmax, ymax) list_patch_bbox.append((patch, bbox)) + + list_background_patch_bbox = [] + for patch in background_patches: + bbox = patch.bbox + list_background_patch_bbox.append((patch, bbox)) INF = float('inf') list_patch_bbox = F.visibility_thresholding( list_patch_bbox, visibility_threshold, - list_non_removal_patch_bbox=[ + list_non_removal_patch_bbox = [ (None, BBox(-INF, -INF, 0, INF)), (None, BBox(-INF, -INF, INF, 0)), (None, BBox(background_image_width, -INF, INF, INF)), (None, BBox(-INF, background_image_height, INF, INF)) - ] + ] + list_background_patch_bbox ) result_image: Image = image @@ -59,6 +75,12 @@ def patch_augmentation(patches: List[Patch], image: Union[Image, ImagePatch], vi result_patch = Patch(None, bbox, patch.class_name) result_patches.append(result_patch) + for patch, bbox in list_background_patch_bbox: + patch_image = converter.patch2image(patch) + result_image = F.overlay_image(result_image, patch_image, bbox) + result_patch = Patch(None, bbox, patch.class_name) + result_patches.append(result_patch) + for result_patch in result_patches: result_patch.image = result_image diff --git a/tests/integration_test.py b/tests/integration_test.py index 754e4ef..5806bf9 100644 --- a/tests/integration_test.py +++ b/tests/integration_test.py @@ -21,23 +21,23 @@ def test_patch_augmentation_1(): background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_1) patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches - imagePatch = patch_augmentation(patches, background_image) - validator.validate_ImagePatch(imagePatch) + image_patch = patch_augmentation(patches, background_image) + validator.validate_ImagePatch(image_patch) def test_patch_augmentation_2(): dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2) patches = dataset.image_patches[0].patches - imagePatch = patch_augmentation(patches, background_image) + image_patch = patch_augmentation(patches, background_image) patches = dataset.image_patches[1].patches - imagePatch = patch_augmentation(patches, imagePatch) + image_patch = patch_augmentation(patches, image_patch) patches = dataset.image_patches[2].patches - imagePatch = patch_augmentation(patches, background_image) + image_patch = patch_augmentation(patches, image_patch) - validator.validate_ImagePatch(imagePatch) + validator.validate_ImagePatch(image_patch) def test_patch_augmentation_3(): actions = [ @@ -50,11 +50,9 @@ def test_patch_augmentation_3(): background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_1) patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches - imagePatch = patch_augmentation(patches, background_image, actions=actions) - validator.validate_ImagePatch(imagePatch) + image_patch = patch_augmentation(patches, background_image, actions=actions) + validator.validate_ImagePatch(image_patch) -# import pytest -# @pytest.mark.skip def test_patch_augmentation_4(): actions = [ transform.Resize(height=200, aspect_ratio='auto'), @@ -66,6 +64,15 @@ def test_patch_augmentation_4(): dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2) - patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches - imagePatch = patch_augmentation(patches, background_image, actions=actions) - validator.validate_ImagePatch(imagePatch) + visibility_threshold = 0.2 + + patches = dataset.image_patches[0].patches + image_patch = patch_augmentation(patches, background_image, visibility_threshold, actions, True) + + patches = dataset.image_patches[1].patches + image_patch = patch_augmentation(patches, image_patch, visibility_threshold, actions, False) + + patches = dataset.image_patches[2].patches + image_patch = patch_augmentation(patches, image_patch, visibility_threshold, actions, True) + + validator.validate_ImagePatch(image_patch) From fbd9b30b70cc016eeb6b82eb58fcfce77afae619 Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 10 Nov 2022 00:26:41 +0700 Subject: [PATCH 079/116] add weighted random 2d --- patchmentation/utils/functional.py | 13 +++++++++++-- tests/test_utils/test_functional.py | 28 ++++++++++++++++++++++++++++ 2 files changed, 39 insertions(+), 2 deletions(-) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index d2d6543..c2df7c5 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -5,7 +5,7 @@ import cv2 import random import matplotlib.pyplot as plt -from typing import List, Tuple +from typing import List, Tuple, Union def intersection(bbox_1: BBox, bbox_2: BBox) -> BBox: xmin = max(bbox_1.xmin, bbox_2.xmin) @@ -186,4 +186,13 @@ def get_negative_patch(image_patch: ImagePatch, iou_threshold: float) -> Patch: break if valid: return Patch(image, bbox, NEGATIVE_PATCH_CLASS_NAME) - \ No newline at end of file + +def get_weighted_random_2d(weight: np.ndarray, k: int = 1) -> Union[Tuple[int, int], List[Tuple[int, int]]]: + height, width = weight.shape + indexes = np.arange(0, height * width) + flatten_weight = weight.flatten().astype(np.float32) + flatten_weight = flatten_weight / flatten_weight.sum() + selected_indexes = np.random.choice(indexes, size=k, p=flatten_weight) + y = selected_indexes // width + x = selected_indexes % width + return np.c_[y, x] diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index 793efe9..fdb6467 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -611,3 +611,31 @@ def test_get_negative_patch(): assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME assert negative_patch.width() > 0 assert negative_patch.height() > 0 + +def test_get_weighted_random_2d_1(): + weight = np.array([ + [1, 1, 1], + [1, 1, 1] + ]) + k = 10 + indexes = F.get_weighted_random_2d(weight, k) + for y, x in indexes: + assert y >= 0 and y < weight.shape[0] + assert x >= 0 and x < weight.shape[1] + +def test_get_weighted_random_2d_2(): + weight = np.array([ + [0, 3, 2], + [1, 0, 0] + ]) + k = 100 + indexes = F.get_weighted_random_2d(weight, k) + count = dict() + for y, x in indexes: + assert y >= 0 and y < weight.shape[0] + assert x >= 0 and x < weight.shape[1] + assert (y, x) in [(0, 1), (0, 2), (1, 0)] + if (y, x) not in count: + count[(y, x)] = 0 + count[(y, x)] += 1 + assert count[(0, 1)] > count[(0, 2)] and count[(0, 2)] > count[(1, 0)] From c556ec1b29173b31d9a6393b5552e713728b748f Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 10 Nov 2022 00:27:01 +0700 Subject: [PATCH 080/116] add patch distribution --- patchmentation/patchmentation.py | 30 +++++++++++++++++++++++------- tests/integration_test.py | 13 ++++++++++--- 2 files changed, 33 insertions(+), 10 deletions(-) diff --git a/patchmentation/patchmentation.py b/patchmentation/patchmentation.py index 5070bc9..1145b0a 100644 --- a/patchmentation/patchmentation.py +++ b/patchmentation/patchmentation.py @@ -1,19 +1,20 @@ -from patchmentation.collections import BBox, Image, Patch, ImagePatch -from patchmentation.utils import loader +from patchmentation.collections import BBox, Mask, Image, Patch, ImagePatch from patchmentation.utils import functional as F from patchmentation.utils.transform import Transform from patchmentation.utils.filter import Filter from patchmentation.utils import converter -import random -from typing import List, Tuple, Union +import numpy as np +import random +from typing import List, Union def patch_augmentation( patches: List[Patch], image: Union[Image, ImagePatch], visibility_threshold: float = 0.5, actions: List[Union[Transform, Filter]] = None, - preserve_background_patch: bool = True + preserve_background_patch: bool = True, + patch_distribution: Union[np.ndarray, Mask] = None ) -> ImagePatch: background_patches = [] @@ -38,12 +39,27 @@ def patch_augmentation( if isinstance(action, Filter): patches = action.filter(patches) + if patch_distribution is None: + patch_distribution = np.full((background_image_height, background_image_width), 1) + + if isinstance(patch_distribution, Mask): + patch_distribution = patch_distribution.image_array() + + patch_distribution = patch_distribution.astype(np.float32) + patch_distribution -= patch_distribution.min() + patch_distribution += 1e-6 # smoothing + patch_distribution /= patch_distribution.max() + list_patch_bbox = [] for patch in patches: width = patch.width() height = patch.height() - xmin = random.randint(0, background_image_width - width) - ymin = random.randint(0, background_image_height - height) + assert width <= background_image_width, f'Expected patch width <= background image width, but got patch width {width} background image width {background_image_width}' + assert height <= background_image_height, f'Expected patch height <= background image height, but got patch height {height} background image height {background_image_height}' + weight = patch_distribution.copy() + weight[background_image_height - height + 1:, :] = 0 + weight[:, background_image_width - width + 1:] = 0 + ymin, xmin = F.get_weighted_random_2d(weight, 1)[0] xmax = xmin + width ymax = ymin + height bbox = BBox(xmin, ymin, xmax, ymax) diff --git a/tests/integration_test.py b/tests/integration_test.py index 5806bf9..eff0445 100644 --- a/tests/integration_test.py +++ b/tests/integration_test.py @@ -7,8 +7,11 @@ from patchmentation.utils import filter from patchmentation.utils import transform from patchmentation.utils import Comparator +from patchmentation.utils import functional as F from patchmentation import patch_augmentation +import numpy as np + SAMPLE_PATCHMENTATION_FOLDER_IMAGES = 'dataset/sample_patchmentation/source/obj_train_data/' SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS = 'dataset/sample_patchmentation/source/obj_train_data/' SAMPLE_PATCHMENTATION_FILE_NAMES = 'dataset/sample_patchmentation/source/obj.names' @@ -64,15 +67,19 @@ def test_patch_augmentation_4(): dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2) + patch_distribution = np.full((background_image.height(), background_image.width()), 0) + patch_distribution[250:300, :] = 255 + patch_distribution[:, 400:450] = 255 + visibility_threshold = 0.2 patches = dataset.image_patches[0].patches - image_patch = patch_augmentation(patches, background_image, visibility_threshold, actions, True) + image_patch = patch_augmentation(patches, background_image, visibility_threshold, actions, True, patch_distribution) patches = dataset.image_patches[1].patches - image_patch = patch_augmentation(patches, image_patch, visibility_threshold, actions, False) + image_patch = patch_augmentation(patches, image_patch, visibility_threshold, actions, False, patch_distribution) patches = dataset.image_patches[2].patches - image_patch = patch_augmentation(patches, image_patch, visibility_threshold, actions, True) + image_patch = patch_augmentation(patches, image_patch, visibility_threshold, actions, True, loader.save_mask_image_array_temporary(patch_distribution)) validator.validate_ImagePatch(image_patch) From 7a9a5b5e69a3bd26196d9f76bc031cc20e10882c Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 10 Nov 2022 00:56:48 +0700 Subject: [PATCH 081/116] fix negative patch --- patchmentation/utils/functional.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index c2df7c5..a0f34cb 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -169,11 +169,13 @@ def gaussian_kernel_2d(kernel_size: int, sigma: float = 1.0) -> np.ndarray: return kernel NEGATIVE_PATCH_CLASS_NAME = 'NEGATIVE_PATCH' -def get_negative_patch(image_patch: ImagePatch, iou_threshold: float) -> Patch: +def get_negative_patch(image_patch: Union[Image, ImagePatch], iou_threshold: float, max_iteration: int = 300) -> Patch: + if isinstance(image_patch, Image): + image_patch = ImagePatch(image_patch, []) image = image_patch.image image_width = image.width() image_height = image.height() - while True: + for _ in range(max_iteration): xmin = random.randint(0, image_width - 1) ymin = random.randint(0, image_height - 1) xmax = random.randint(xmin + 1, image_width) @@ -181,11 +183,12 @@ def get_negative_patch(image_patch: ImagePatch, iou_threshold: float) -> Patch: bbox = BBox(xmin, ymin, xmax, ymax) valid = True for positive_patch in image_patch.patches: - if intersection_over_union(bbox, positive_patch.bbox) >= iou_threshold: + if intersection_over_union(bbox, positive_patch.bbox) > iou_threshold: valid = False break if valid: return Patch(image, bbox, NEGATIVE_PATCH_CLASS_NAME) + return None def get_weighted_random_2d(weight: np.ndarray, k: int = 1) -> Union[Tuple[int, int], List[Tuple[int, int]]]: height, width = weight.shape From 5887b67c84b5f4bcc6b1cd699a26308e8ca1152a Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 10 Nov 2022 00:56:56 +0700 Subject: [PATCH 082/116] add test --- tests/integration_test.py | 8 ++++++- tests/test_utils/test_functional.py | 36 +++++++++++++++++++++++++---- 2 files changed, 39 insertions(+), 5 deletions(-) diff --git a/tests/integration_test.py b/tests/integration_test.py index eff0445..e348155 100644 --- a/tests/integration_test.py +++ b/tests/integration_test.py @@ -23,7 +23,13 @@ def test_patch_augmentation_1(): dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_1) - patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches + negative_patches = [] + negative_patches.append(F.get_negative_patch(dataset.image_patches[0], 1.0)) + negative_patches.append(F.get_negative_patch(dataset.image_patches[1], 0.5)) + negative_patches.append(F.get_negative_patch(dataset.image_patches[2], 0.0)) + negative_patches.append(F.get_negative_patch(background_image, 0.5)) + + patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches + negative_patches image_patch = patch_augmentation(patches, background_image) validator.validate_ImagePatch(image_patch) diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index fdb6467..d586c30 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -602,15 +602,43 @@ def test_visibility_thresholding_12(): expected_list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] assert actual_list_patch_bbox == expected_list_patch_bbox -def test_get_negative_patch(): +def test_get_negative_patch_1(): image_patch = helper.generate_ImagePatch() iou_threshold = 0.5 negative_patch = F.get_negative_patch(image_patch, iou_threshold) for patch in image_patch.patches: - assert F.intersection_over_union(patch.bbox, negative_patch.bbox) < iou_threshold + assert F.intersection_over_union(patch.bbox, negative_patch.bbox) <= iou_threshold assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME - assert negative_patch.width() > 0 - assert negative_patch.height() > 0 + assert negative_patch.width() > 0 and negative_patch.width() <= image_patch.image.width() + assert negative_patch.height() > 0 and negative_patch.height() <= image_patch.image.height() + +def test_get_negative_patch_2(): + image_patch = helper.generate_ImagePatch() + iou_threshold = 0.0 + negative_patch = F.get_negative_patch(image_patch, iou_threshold) + for patch in image_patch.patches: + assert F.intersection_over_union(patch.bbox, negative_patch.bbox) <= iou_threshold + assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME + assert negative_patch.width() > 0 and negative_patch.width() <= image_patch.image.width() + assert negative_patch.height() > 0 and negative_patch.height() <= image_patch.image.height() + +def test_get_negative_patch_3(): + image_patch = helper.generate_ImagePatch() + iou_threshold = 1.0 + negative_patch = F.get_negative_patch(image_patch, iou_threshold) + for patch in image_patch.patches: + assert F.intersection_over_union(patch.bbox, negative_patch.bbox) <= iou_threshold + assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME + assert negative_patch.width() > 0 and negative_patch.width() <= image_patch.image.width() + assert negative_patch.height() > 0 and negative_patch.height() <= image_patch.image.height() + +def test_get_negative_patch_4(): + image = helper.generate_Image() + iou_threshold = 0.5 + negative_patch = F.get_negative_patch(image, iou_threshold) + assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME + assert negative_patch.width() > 0 and negative_patch.width() <= image.width() + assert negative_patch.height() > 0 and negative_patch.height() <= image.height() def test_get_weighted_random_2d_1(): weight = np.array([ From 10b44b88273a907386a39544ee7b55a5cc32b3ba Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 17 Nov 2022 23:04:18 +0700 Subject: [PATCH 083/116] refactor requirements --- requirements/requirements-dev.txt | 4 ++++ requirements/requirements-streamlit.txt | 3 +++ 2 files changed, 7 insertions(+) create mode 100644 requirements/requirements-dev.txt create mode 100644 requirements/requirements-streamlit.txt diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt new file mode 100644 index 0000000..82fc6fb --- /dev/null +++ b/requirements/requirements-dev.txt @@ -0,0 +1,4 @@ +pytest>=7.1.3 +coverage>=6.5.0 +notebook +twine \ No newline at end of file diff --git a/requirements/requirements-streamlit.txt b/requirements/requirements-streamlit.txt new file mode 100644 index 0000000..74a80d3 --- /dev/null +++ b/requirements/requirements-streamlit.txt @@ -0,0 +1,3 @@ +streamlit==1.13.0 +extra-streamlit-components==0.1.56 +streamlit-option-menu==0.3.2 \ No newline at end of file From 5e03ada486ac711fb012481b595f5f3fc78812e4 Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 17 Nov 2022 23:04:54 +0700 Subject: [PATCH 084/116] add deployment --- .gitignore | 7 +++++- setup.py | 73 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 79 insertions(+), 1 deletion(-) create mode 100644 setup.py diff --git a/.gitignore b/.gitignore index ce3e70c..037bff8 100644 --- a/.gitignore +++ b/.gitignore @@ -6,4 +6,9 @@ htmlcov/* # development tools dev.ipynb -.ipynb_checkpoints \ No newline at end of file +.ipynb_checkpoints + +# deployment +build/* +dist/* +*.egg-info/ diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..42a607d --- /dev/null +++ b/setup.py @@ -0,0 +1,73 @@ +import setuptools + +version = '0.0.1' + +def parse_version(version): + _version = version.split('.') + assert len(_version) == 3 + assert _version[0].isdigit() + assert _version[1].isdigit() + assert _version[2].isdigit() + return version + +def read(file): + with open(file, 'r') as f: + return f.read() + +# ----- DON'T CHANGE THE CONFIGURATIONS BELOW ----- + +NAME = 'patchmentation' +VERSION = parse_version(version) + +DESCRIPTION = 'Description of patchmentation (will be updated soon)' +LONG_DESCRIPTION = read('README.md') +LONG_DESCRIPTION_CONTENT_TYPE = 'text/markdown' + +AUTHOR = 'William Justin, JonathanTho' +AUTHOR_EMAIL = 'williamjustinxu@gmail.com' +LICENSE_FILES = ['LICENSE'] + +URL = 'https://github.com/Xu-Justin/patchmentation' +PROJECT_URLS = { + 'Bug Tracker' : 'https://github.com/Xu-Justin/patchmentation/issues', + 'Documentation': '', + 'Source Code' : URL, +} +PACKAGES = setuptools.find_packages(include=[ + 'patchmentation', + 'patchmentation.*' +]) +INSTALL_REQUIRES = [ + 'matplotlib>=3.5.3', + 'numpy>=1.23.1', + 'opencv-python>=4.6.0.66', + 'typing-extensions>=4.3.0', + 'scipy>=1.9.3' +] +CLASSIFIERS = [ + 'Programming Language :: Python :: 3', + 'License :: OSI Approved :: MIT License', + 'Operating System :: OS Independent', +] + +# ----- END OF CONFIGURATIONS ----- + +def setup(**kwargs): + setuptools.setup(**kwargs) + +if __name__ == '__main__': + setup( + name=NAME, + version=VERSION, + description=DESCRIPTION, + long_description=LONG_DESCRIPTION, + long_description_content_type=LONG_DESCRIPTION_CONTENT_TYPE, + author=AUTHOR, + author_email=AUTHOR_EMAIL, + url=URL, + packages=PACKAGES, + license_files=LICENSE_FILES, + zip_safe=False, + install_requires=INSTALL_REQUIRES, + classifiers=CLASSIFIERS + ) From eb40851c8b9a7ee23cb3a0d91807c3e3e18c4f2a Mon Sep 17 00:00:00 2001 From: William Justin Date: Thu, 17 Nov 2022 23:33:18 +0700 Subject: [PATCH 085/116] add workflow --- .github/workflows/deploy-test-pypi.yml | 55 ++++++++++++++++++++++++++ 1 file changed, 55 insertions(+) create mode 100644 .github/workflows/deploy-test-pypi.yml diff --git a/.github/workflows/deploy-test-pypi.yml b/.github/workflows/deploy-test-pypi.yml new file mode 100644 index 0000000..0269565 --- /dev/null +++ b/.github/workflows/deploy-test-pypi.yml @@ -0,0 +1,55 @@ +name: Deploy Package to Test PyPI + +on: + push: + branches: + - '**' + pull_request: + branches: + - '**' + +permissions: + contents: read + +jobs: + check-version: + + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v3 + - name: set version + run: echo "VERSION=$(echo $(python3 -c "from setup import version; print(version)"))" >> $GITHUB_ENV + - name: read version + run: echo "version:" $VERSION + - name: set tag + run: echo "TAG=v$VERSION" >> $GITHUB_ENV + - name: read tag + run: secho "tag:" $TAG + + + + # build: + + # runs-on: ubuntu-latest + + # steps: + # - uses: actions/checkout@v3 + # - name: Set up Python 3.10 + # uses: actions/setup-python@v3 + # with: + # python-version: "3.10" + # - name: Install dependencies + # run: | + # python -m pip install --upgrade pip + # pip install flake8 pytest + # if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + # - name: Lint with flake8 + # run: | + # # stop the build if there are Python syntax errors or undefined names + # flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics + # # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide + # flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics + # - name: Run test + # run: | + # pytest -v From 46192edec6597f35d565562f1d68940596a2fa3d Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 00:52:08 +0700 Subject: [PATCH 086/116] add workflow --- .github/workflows/deploy-test-pypi.yml | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/.github/workflows/deploy-test-pypi.yml b/.github/workflows/deploy-test-pypi.yml index 0269565..ea356f4 100644 --- a/.github/workflows/deploy-test-pypi.yml +++ b/.github/workflows/deploy-test-pypi.yml @@ -25,7 +25,15 @@ jobs: - name: set tag run: echo "TAG=v$VERSION" >> $GITHUB_ENV - name: read tag - run: secho "tag:" $TAG + run: echo "tag:" $TAG + - name: check tag exists + uses: mukunku/tag-exists-action@v1.1.0 + with: + tag: $TAG + - name: check results + run: echo ${{ steps.checkTag.outputs.exists }} + + From 8b6677ae7956b56fd33b0be8c1146c58348cfacf Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 00:53:13 +0700 Subject: [PATCH 087/116] add workflow --- .github/workflows/deploy-test-pypi.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/deploy-test-pypi.yml b/.github/workflows/deploy-test-pypi.yml index ea356f4..6625a40 100644 --- a/.github/workflows/deploy-test-pypi.yml +++ b/.github/workflows/deploy-test-pypi.yml @@ -30,6 +30,8 @@ jobs: uses: mukunku/tag-exists-action@v1.1.0 with: tag: $TAG + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - name: check results run: echo ${{ steps.checkTag.outputs.exists }} From 058f48cf6a3d06c3cc60a5a59b85f33e6999d6f0 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 00:59:33 +0700 Subject: [PATCH 088/116] add workflow --- .github/workflows/deploy-test-pypi.yml | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/.github/workflows/deploy-test-pypi.yml b/.github/workflows/deploy-test-pypi.yml index 6625a40..8543f50 100644 --- a/.github/workflows/deploy-test-pypi.yml +++ b/.github/workflows/deploy-test-pypi.yml @@ -34,6 +34,11 @@ jobs: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - name: check results run: echo ${{ steps.checkTag.outputs.exists }} + - name: tag + uses: Klemensas/action-autotag@stable + with: + GITHUB_TOKEN: "${{ secrets.GITHUB_TOKEN }}" + version: $TAG From bd2686570f14672b9ae827048a438f956823eed9 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 01:23:43 +0700 Subject: [PATCH 089/116] add workflow --- .github/workflows/deploy-test-pypi.yml | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/.github/workflows/deploy-test-pypi.yml b/.github/workflows/deploy-test-pypi.yml index 8543f50..01a3a5f 100644 --- a/.github/workflows/deploy-test-pypi.yml +++ b/.github/workflows/deploy-test-pypi.yml @@ -35,10 +35,15 @@ jobs: - name: check results run: echo ${{ steps.checkTag.outputs.exists }} - name: tag - uses: Klemensas/action-autotag@stable - with: - GITHUB_TOKEN: "${{ secrets.GITHUB_TOKEN }}" - version: $TAG + uses: actions/github-script@v5 + with: + script: | + github.rest.git.createRef({ + owner: context.repo.owner, + repo: context.repo.repo, + ref: 'refs/tags/$TAG', + sha: context.sha + }) From 95dbf7c630213f3518708792e9a72c77db08271c Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 01:24:57 +0700 Subject: [PATCH 090/116] add workflow --- .github/workflows/deploy-test-pypi.yml | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/.github/workflows/deploy-test-pypi.yml b/.github/workflows/deploy-test-pypi.yml index 01a3a5f..3f8f6a1 100644 --- a/.github/workflows/deploy-test-pypi.yml +++ b/.github/workflows/deploy-test-pypi.yml @@ -36,14 +36,14 @@ jobs: run: echo ${{ steps.checkTag.outputs.exists }} - name: tag uses: actions/github-script@v5 - with: - script: | - github.rest.git.createRef({ - owner: context.repo.owner, - repo: context.repo.repo, - ref: 'refs/tags/$TAG', - sha: context.sha - }) + with: + script: | + github.rest.git.createRef({ + owner: context.repo.owner, + repo: context.repo.repo, + ref: 'refs/tags/$TAG', + sha: context.sha + }) From 82c5cb777f89b241875f805576dcd7afd312b65d Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 02:05:50 +0700 Subject: [PATCH 091/116] add minimal README --- README.md | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index a60c8bb..7ab8eef 100644 --- a/README.md +++ b/README.md @@ -1 +1,11 @@ -# patchmentation \ No newline at end of file +# patchmentation + +A python library to perform patch augmentation. + +## Installation + +```bash +pip install patchmentation +``` + +THIS README will be updated soon. \ No newline at end of file From 53c9c71dea3b139d6f542a5a8e5fc316095c57bf Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 02:06:04 +0700 Subject: [PATCH 092/116] add deploy script --- deploy.sh | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) create mode 100755 deploy.sh diff --git a/deploy.sh b/deploy.sh new file mode 100755 index 0000000..e7e2b16 --- /dev/null +++ b/deploy.sh @@ -0,0 +1,26 @@ +# read version +VERSION=$(python3 -c "from setup import version; print(version)") +echo "version:" $VERSION + +# remove caches +echo "Removing caches..." +sudo rm -rf build/ +sudo rm -rf dist/ +sudo rm -rf *.egg-info/ +sudo rm -rf patchmentation/*.egg-info/ + +# build +echo "Building wheel..." +python3 setup.py bdist_wheel + +# upload +if [[ $1 == "PyPI" ]]; then + echo "Uploading to PyPI..." + twine upload dist/* +elif [[ $1 == "Test PyPI" ]] || [[ $1 == "TestPyPI" ]]; then + echo "Uploading to Test PyPI..." + twine upload --repository testpypi dist/* +else + echo "No arguments are given. [Provide \"PyPI\" to upload to PyPI or \"Test PyPI\" to upload to Test PyPI]" + echo "Upload failed." +fi From 67f898871f9fbdc74f155ab8e9f3fade07acae06 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 02:06:18 +0700 Subject: [PATCH 093/116] v0.0.2 --- setup.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/setup.py b/setup.py index 42a607d..fae14ec 100644 --- a/setup.py +++ b/setup.py @@ -1,6 +1,6 @@ import setuptools -version = '0.0.1' +version = '0.0.2' def parse_version(version): _version = version.split('.') @@ -19,7 +19,7 @@ def read(file): NAME = 'patchmentation' VERSION = parse_version(version) -DESCRIPTION = 'Description of patchmentation (will be updated soon)' +DESCRIPTION = 'A python library to perform patch augmentation' LONG_DESCRIPTION = read('README.md') LONG_DESCRIPTION_CONTENT_TYPE = 'text/markdown' From 7668dc1f6993bc3ee932c1d65f3befa987a72b61 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 02:13:31 +0700 Subject: [PATCH 094/116] refactor requirements --- .github/workflows/deploy-test-pypi.yml | 75 ------------------------- .github/workflows/python-app.yml | 3 +- requirements.txt | 14 ----- requirements/requirements-dev.txt | 4 +- requirements/requirements-main.txt | 5 ++ requirements/requirements-streamlit.txt | 1 + requirements/requirements-test.txt | 3 + 7 files changed, 13 insertions(+), 92 deletions(-) delete mode 100644 .github/workflows/deploy-test-pypi.yml delete mode 100644 requirements.txt create mode 100644 requirements/requirements-main.txt create mode 100644 requirements/requirements-test.txt diff --git a/.github/workflows/deploy-test-pypi.yml b/.github/workflows/deploy-test-pypi.yml deleted file mode 100644 index 3f8f6a1..0000000 --- a/.github/workflows/deploy-test-pypi.yml +++ /dev/null @@ -1,75 +0,0 @@ -name: Deploy Package to Test PyPI - -on: - push: - branches: - - '**' - pull_request: - branches: - - '**' - -permissions: - contents: read - -jobs: - check-version: - - runs-on: ubuntu-latest - - steps: - - uses: actions/checkout@v3 - - name: set version - run: echo "VERSION=$(echo $(python3 -c "from setup import version; print(version)"))" >> $GITHUB_ENV - - name: read version - run: echo "version:" $VERSION - - name: set tag - run: echo "TAG=v$VERSION" >> $GITHUB_ENV - - name: read tag - run: echo "tag:" $TAG - - name: check tag exists - uses: mukunku/tag-exists-action@v1.1.0 - with: - tag: $TAG - env: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - - name: check results - run: echo ${{ steps.checkTag.outputs.exists }} - - name: tag - uses: actions/github-script@v5 - with: - script: | - github.rest.git.createRef({ - owner: context.repo.owner, - repo: context.repo.repo, - ref: 'refs/tags/$TAG', - sha: context.sha - }) - - - - - - # build: - - # runs-on: ubuntu-latest - - # steps: - # - uses: actions/checkout@v3 - # - name: Set up Python 3.10 - # uses: actions/setup-python@v3 - # with: - # python-version: "3.10" - # - name: Install dependencies - # run: | - # python -m pip install --upgrade pip - # pip install flake8 pytest - # if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - # - name: Lint with flake8 - # run: | - # # stop the build if there are Python syntax errors or undefined names - # flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics - # # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide - # flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - # - name: Run test - # run: | - # pytest -v diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml index fe4123b..4208d61 100644 --- a/.github/workflows/python-app.yml +++ b/.github/workflows/python-app.yml @@ -29,7 +29,8 @@ jobs: run: | python -m pip install --upgrade pip pip install flake8 pytest - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi + requirements=requirements/requirements-main.txt + if [ -f $requirements ]; then pip install -r $requirements; fi - name: Lint with flake8 run: | # stop the build if there are Python syntax errors or undefined names diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index e51272d..0000000 --- a/requirements.txt +++ /dev/null @@ -1,14 +0,0 @@ -matplotlib>=3.5.3 -numpy>=1.23.1 -opencv-python>=4.6.0.66 -typing-extensions>=4.3.0 -scipy>=1.9.3 - -# testing tools -pytest>=7.1.3 -coverage>=6.5.0 - -# streamlit tools -streamlit==1.13.0 -extra-streamlit-components==0.1.56 -streamlit-option-menu==0.3.2 \ No newline at end of file diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt index 82fc6fb..9d65c08 100644 --- a/requirements/requirements-dev.txt +++ b/requirements/requirements-dev.txt @@ -1,4 +1,4 @@ -pytest>=7.1.3 -coverage>=6.5.0 +-r requirements-main.txt +-r requirements-test.txt notebook twine \ No newline at end of file diff --git a/requirements/requirements-main.txt b/requirements/requirements-main.txt new file mode 100644 index 0000000..4a3a2bf --- /dev/null +++ b/requirements/requirements-main.txt @@ -0,0 +1,5 @@ +matplotlib>=3.5.3 +numpy>=1.23.1 +opencv-python>=4.6.0.66 +typing-extensions>=4.3.0 +scipy>=1.9.3 \ No newline at end of file diff --git a/requirements/requirements-streamlit.txt b/requirements/requirements-streamlit.txt index 74a80d3..c807d0b 100644 --- a/requirements/requirements-streamlit.txt +++ b/requirements/requirements-streamlit.txt @@ -1,3 +1,4 @@ +-r requirements-main.txt streamlit==1.13.0 extra-streamlit-components==0.1.56 streamlit-option-menu==0.3.2 \ No newline at end of file diff --git a/requirements/requirements-test.txt b/requirements/requirements-test.txt new file mode 100644 index 0000000..84debdc --- /dev/null +++ b/requirements/requirements-test.txt @@ -0,0 +1,3 @@ +-r requirements-main.txt +pytest>=7.1.3 +coverage>=6.5.0 \ No newline at end of file From 873459aa205b45bb097c641983f54494c12eb3aa Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 02:18:58 +0700 Subject: [PATCH 095/116] update Dockerfile --- Dockerfile | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/Dockerfile b/Dockerfile index 9ad838e..7ad5966 100644 --- a/Dockerfile +++ b/Dockerfile @@ -4,8 +4,11 @@ RUN apt-get update -qq && \ apt-get install -y zip unzip htop screen libgl1-mesa-glx libglib2.0-0 libsm6 libxrender1 libxext6 && \ rm -rf /var/cache/apk/* -COPY requirements.txt /requirements.txt -RUN pip --no-cache-dir install -r /requirements.txt +COPY requirements/* /requirements +RUN pip --no-cache-dir install -r /requirements-main.txt +RUN pip --no-cache-dir install -r /requirements-test.txt +RUN pip --no-cache-dir install -r /requirements-dev.txt +RUN pip --no-cache-dir install -r /requirements-streamlit.txt WORKDIR /workspace CMD ["bash"] From 3f008234a52ba59db8019da30d49c26f270d1fd5 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 18 Nov 2022 02:20:50 +0700 Subject: [PATCH 096/116] update dockerfile --- Dockerfile | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/Dockerfile b/Dockerfile index 7ad5966..7b6567d 100644 --- a/Dockerfile +++ b/Dockerfile @@ -4,11 +4,11 @@ RUN apt-get update -qq && \ apt-get install -y zip unzip htop screen libgl1-mesa-glx libglib2.0-0 libsm6 libxrender1 libxext6 && \ rm -rf /var/cache/apk/* -COPY requirements/* /requirements -RUN pip --no-cache-dir install -r /requirements-main.txt -RUN pip --no-cache-dir install -r /requirements-test.txt -RUN pip --no-cache-dir install -r /requirements-dev.txt -RUN pip --no-cache-dir install -r /requirements-streamlit.txt +COPY requirements/* /requirements/ +RUN pip --no-cache-dir install -r /requirements/requirements-main.txt +RUN pip --no-cache-dir install -r /requirements/requirements-test.txt +RUN pip --no-cache-dir install -r /requirements/requirements-dev.txt +RUN pip --no-cache-dir install -r /requirements/requirements-streamlit.txt WORKDIR /workspace CMD ["bash"] From b47ec7396c1d14d7d2b5f1079b29d1f781e983c7 Mon Sep 17 00:00:00 2001 From: William Justin Date: Fri, 25 Nov 2022 00:48:58 +0700 Subject: [PATCH 097/116] add pascal voc loader --- Streamlit/section.py | 4 +- patchmentation/utils/loader.py | 87 ++++++++++++++++++++++++++++++++- tests/test_utils/test_loader.py | 7 +-- 3 files changed, 87 insertions(+), 11 deletions(-) diff --git a/Streamlit/section.py b/Streamlit/section.py index 6371827..14b99be 100644 --- a/Streamlit/section.py +++ b/Streamlit/section.py @@ -30,7 +30,6 @@ PASCAL_VOC_FOLDER_IMAGES = 'dataset/sample_format_pascal_voc/JPEGImages/' PASCAL_VOC_FOLDER_ANNOTATIONS = 'dataset/sample_format_pascal_voc/Annotations/' PASCAL_VOC_FILE_IMAGESETS = 'dataset/sample_format_pascal_voc/ImageSets/Main/default.txt' -PASCAL_VOC_FILE_CLASSES = 'dataset/sample_format_pascal_voc/classes.txt' DATASET_SAMPLE = 'Sample' DATASET_FORMAT_YOLO = 'YOLO' @@ -110,8 +109,7 @@ def dataset_pascal_voc(key: str) -> Dataset: folder_images = st.text_input('Path to Pascal VOC Images', PASCAL_VOC_FOLDER_IMAGES, key=f'{key}-pascal-voc-folder_images') folder_annotations = st.text_input('Path to Pascal VOC Annotations', PASCAL_VOC_FOLDER_ANNOTATIONS, key=f'{key}-pascal-voc-folder_annotations') file_imagesets = st.text_input('Path to Pascal VOC Image Sets', PASCAL_VOC_FILE_IMAGESETS, key=f'{key}-pascal-voc-file_imagesets') - file_classes = st.text_input('Path to Pascal VOC Classes', PASCAL_VOC_FILE_CLASSES, key=f'{key}-pascal-voc-file_classes') - return loader.load_pascal_voc_dataset(folder_images, folder_annotations, file_imagesets, file_classes) + return loader.load_pascal_voc_dataset(folder_images, folder_annotations, file_imagesets) def background_image(key: str) -> Image: st.subheader('Background Image') diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index bb71484..afc8fc5 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -5,6 +5,7 @@ import numpy as np import tempfile import json +import xml.etree.ElementTree as ET from typing import Dict, List, Union, Any, Tuple temporary_folder = tempfile.TemporaryDirectory() @@ -175,5 +176,87 @@ def convert_coco_bbox(x: int, y: int, width: int, height: int) -> BBox: bbox = BBox(xmin, ymin, xmax, ymax) return bbox -def load_pascal_voc_dataset(folder_images: str, folder_annotations: str, file_imagesets: str, file_classes: str) -> Dataset: - pass +def load_pascal_voc_dataset(folder_images: str, folder_annotations: str, file_imagesets: str) -> Dataset: + imagesets = load_pascal_voc_imagesets(file_imagesets) + image_patches = load_pascal_voc_image_patches(folder_images, folder_annotations, imagesets) + classes = set() + for _, patches in image_patches: + for _, _, class_name in patches: + classes.add(class_name) + classes = list(classes) + dataset = Dataset(image_patches, classes) + return dataset + +def load_pascal_voc_imagesets(file_imagesets: str) -> List[str]: + imagesets = [] + with open(file_imagesets, 'r') as f: + lines = f.readlines() + for line in lines: + line = line.strip() + imagesets.append(line) + return imagesets + +def load_pascal_voc_image_patches(folder_images: str, folder_annotations: str, imagesets: List[str]) -> List[ImagePatch]: + images = load_pacal_voc_images(folder_images, imagesets) + annotations = load_pascal_voc_annotations(folder_annotations, imagesets) + image_patches = [] + for image, annotation in zip(images, annotations): + patches = [] + for bbox, class_name in annotation: + patch = Patch(image, bbox, class_name) + patches.append(patch) + image_patch = ImagePatch(image, patches) + image_patches.append(image_patch) + return image_patches + +def load_pacal_voc_images(folder_images: str, imagesets: List[str]) -> List[Image]: + images = [] + for file_name in imagesets: + path = None + for ext in ['.jpg', '.png', '.jpeg', '']: + path = os.path.join(folder_images, file_name + ext) + if os.path.exists(path): + break + assert os.path.exists(path) + image = Image(path) + images.append(image) + return images + +def load_pascal_voc_annotations(folder_annotations: str, imagesets: List[str]) -> List[List[Tuple[BBox, str]]]: + annotations = [] + for file_name in imagesets: + path = None + ext = '.xml' + path = os.path.join(folder_annotations, file_name + ext) + assert os.path.exists(path) + annotation = load_pascal_voc_xml(path) + annotations.append(annotation) + return annotations + +def load_pascal_voc_xml(file_xml: str) -> List[Tuple[BBox, str]]: + annotation = [] + tree = ET.parse(file_xml) + root = tree.getroot() + for child in root: + if child.tag == 'object': + class_name = xmin = ymin = xmax = ymax = None + for attribute in child: + if attribute.tag == 'name': + class_name = attribute.text + if attribute.tag == 'bndbox': + for cord in attribute: + if cord.tag == 'xmin': xmin = int(float(cord.text)) + if cord.tag == 'ymin': ymin = int(float(cord.text)) + if cord.tag == 'xmax': xmax = int(float(cord.text)) + if cord.tag == 'ymax': ymax = int(float(cord.text)) + bbox = convert_pascal_voc_bbox(xmin, ymin, xmax, ymax) + annotation.append((bbox, class_name)) + return annotation + +def convert_pascal_voc_bbox(xmin: int, ymin: int, xmax: int, ymax: int) -> BBox: + xmin = int(xmin) + ymin = int(ymin) + xmax = int(xmax) + ymax = int(ymax) + bbox = BBox(xmin, ymin, xmax, ymax) + return bbox diff --git a/tests/test_utils/test_loader.py b/tests/test_utils/test_loader.py index 2fb2c51..192bf99 100644 --- a/tests/test_utils/test_loader.py +++ b/tests/test_utils/test_loader.py @@ -6,9 +6,6 @@ from patchmentation.utils import validator from patchmentation.collections import BBox -import pytest -import numpy as np - YOLO_FOLDER_IMAGES = 'dataset/sample_format_yolo/obj_train_data/' YOLO_FOLDER_ANNOTATIONS = 'dataset/sample_format_yolo/obj_train_data/' YOLO_FILE_NAMES = 'dataset/sample_format_yolo/obj.names' @@ -19,7 +16,6 @@ PASCAL_VOC_FOLDER_IMAGES = 'dataset/sample_format_pascal_voc/JPEGImages/' PASCAL_VOC_FOLDER_ANNOTATIONS = 'dataset/sample_format_pascal_voc/Annotations/' PASCAL_VOC_FILE_IMAGESETS = 'dataset/sample_format_pascal_voc/ImageSets/Main/default.txt' -PASCAL_VOC_FILE_CLASSES = 'dataset/sample_format_pascal_voc/classes.txt' def test_save_load_image_array_1(): image_array = helper.generate_image_array() @@ -65,7 +61,6 @@ def test_loader_coco(): dataset = loader.load_coco_dataset(COCO_FOLDER_IMAGES, COCO_FILE_ANNOTATIONS) validator.validate_Dataset(dataset, check_image_bbox=True) -@pytest.mark.skip('Not implemented') def test_loader_pascal_voc(): - dataset = loader.load_pascal_voc_dataset(PASCAL_VOC_FOLDER_IMAGES, PASCAL_VOC_FOLDER_ANNOTATIONS, PASCAL_VOC_FILE_IMAGESETS, PASCAL_VOC_FILE_CLASSES) + dataset = loader.load_pascal_voc_dataset(PASCAL_VOC_FOLDER_IMAGES, PASCAL_VOC_FOLDER_ANNOTATIONS, PASCAL_VOC_FILE_IMAGESETS) validator.validate_Dataset(dataset, check_image_bbox=True) From e8b49f01fdcfdb1b9e15a5a657043f156920b06b Mon Sep 17 00:00:00 2001 From: William Justin Date: Sat, 26 Nov 2022 16:44:18 +0700 Subject: [PATCH 098/116] add pascal voc 2007 dataset --- Streamlit/section.py | 83 ++++++++++++++++++++++++--- patchmentation/__init__.py | 1 + patchmentation/dataset.py | 91 ++++++++++++++++++++++++++++++ requirements/requirements-main.txt | 4 +- setup.py | 4 +- 5 files changed, 174 insertions(+), 9 deletions(-) create mode 100644 patchmentation/dataset.py diff --git a/Streamlit/section.py b/Streamlit/section.py index 14b99be..c49a331 100644 --- a/Streamlit/section.py +++ b/Streamlit/section.py @@ -1,6 +1,7 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) +import patchmentation from patchmentation.collections import Image, Dataset, ImagePatch, Patch from patchmentation.utils import loader from patchmentation.utils import transform @@ -27,15 +28,21 @@ COCO_FOLDER_IMAGES = 'dataset/sample_format_coco/images/' COCO_FILE_ANNOTATIONS = 'dataset/sample_format_coco/annotations/instances_default.json' -PASCAL_VOC_FOLDER_IMAGES = 'dataset/sample_format_pascal_voc/JPEGImages/' -PASCAL_VOC_FOLDER_ANNOTATIONS = 'dataset/sample_format_pascal_voc/Annotations/' -PASCAL_VOC_FILE_IMAGESETS = 'dataset/sample_format_pascal_voc/ImageSets/Main/default.txt' +SAMPLE_PASCAL_VOC_FOLDER_IMAGES = 'dataset/sample_format_pascal_voc/JPEGImages/' +SAMPLE_PASCAL_VOC_FOLDER_ANNOTATIONS = 'dataset/sample_format_pascal_voc/Annotations/' +SAMPLE_PASCAL_VOC_FILE_IMAGESETS = 'dataset/sample_format_pascal_voc/ImageSets/Main/default.txt' DATASET_SAMPLE = 'Sample' DATASET_FORMAT_YOLO = 'YOLO' DATASET_FORMAT_COCO = 'COCO' DATASET_FORMAT_PASCAL_VOC = 'Pascal VOC' +DATASET_SOURCE_SAMPLE = 'Sample' +DATASET_SOURCE_CUSTOM = 'Custom' +DATASET_SOURCE_PASCAL_VOC_2007_TRAIN = 'Pascal VOC 2007 - Train' +DATASET_SOURCE_PASCAL_VOC_2007_VAL = 'Pascal VOC 2007 - Val' +DATASET_SOURCE_PASCAL_VOC_2007_TEST = 'Pascal VOC 2007 - Test' + TRANSFORM_RESIZE = 'Resize' TRANSFORM_RANDOM_RESIZE = 'Random Resize' TRANSFORM_SCALE = 'Scale' @@ -106,9 +113,71 @@ def dataset_coco(key: str) -> Dataset: return loader.load_coco_dataset(folder_images, file_annotations) def dataset_pascal_voc(key: str) -> Dataset: - folder_images = st.text_input('Path to Pascal VOC Images', PASCAL_VOC_FOLDER_IMAGES, key=f'{key}-pascal-voc-folder_images') - folder_annotations = st.text_input('Path to Pascal VOC Annotations', PASCAL_VOC_FOLDER_ANNOTATIONS, key=f'{key}-pascal-voc-folder_annotations') - file_imagesets = st.text_input('Path to Pascal VOC Image Sets', PASCAL_VOC_FILE_IMAGESETS, key=f'{key}-pascal-voc-file_imagesets') + source = st.radio('Dataset Source', [ + DATASET_SOURCE_SAMPLE, + DATASET_SOURCE_PASCAL_VOC_2007_TRAIN, + DATASET_SOURCE_PASCAL_VOC_2007_VAL, + DATASET_SOURCE_PASCAL_VOC_2007_TEST, + DATASET_SOURCE_CUSTOM], + key=f'{key}-source') + + if source == DATASET_SOURCE_SAMPLE: + return _dataset_pascal_voc( + SAMPLE_PASCAL_VOC_FOLDER_IMAGES, + SAMPLE_PASCAL_VOC_FOLDER_ANNOTATIONS, + SAMPLE_PASCAL_VOC_FILE_IMAGESETS, + disabled=True, + key=f'{key}-sample' + ) + + if source == DATASET_SOURCE_CUSTOM: + return _dataset_pascal_voc( + SAMPLE_PASCAL_VOC_FOLDER_IMAGES, + SAMPLE_PASCAL_VOC_FOLDER_ANNOTATIONS, + SAMPLE_PASCAL_VOC_FILE_IMAGESETS, + disabled=False, + key=f'{key}-sample' + ) + + if source == DATASET_SOURCE_PASCAL_VOC_2007_TRAIN: + if not os.path.exists(patchmentation.dataset._PASCAL_VOC_2007_FOLDER): + patchmentation.dataset._download_pascal_voc_2007() + return _dataset_pascal_voc( + patchmentation.dataset._PASCAL_VOC_2007_FOLDER_IMAGES, + patchmentation.dataset._PASCAL_VOC_2007_FOLDER_ANNOTATIONS, + patchmentation.dataset._PASCAL_VOC_2007_IMAGESETS_TRAIN, + disabled=True, + key=f'{key}-pascal-voc-2007-train' + ) + + if source == DATASET_SOURCE_PASCAL_VOC_2007_VAL: + if not os.path.exists(patchmentation.dataset._PASCAL_VOC_2007_FOLDER): + patchmentation.dataset._download_pascal_voc_2007() + return _dataset_pascal_voc( + patchmentation.dataset._PASCAL_VOC_2007_FOLDER_IMAGES, + patchmentation.dataset._PASCAL_VOC_2007_FOLDER_ANNOTATIONS, + patchmentation.dataset._PASCAL_VOC_2007_IMAGESETS_VAL, + disabled=True, + key=f'{key}-pascal-voc-2007-val' + ) + + if source == DATASET_SOURCE_PASCAL_VOC_2007_TEST: + if not os.path.exists(patchmentation.dataset._PASCAL_VOC_2007_FOLDER): + patchmentation.dataset._download_pascal_voc_2007() + return _dataset_pascal_voc( + patchmentation.dataset._PASCAL_VOC_2007_FOLDER_IMAGES, + patchmentation.dataset._PASCAL_VOC_2007_FOLDER_ANNOTATIONS, + patchmentation.dataset._PASCAL_VOC_2007_IMAGESETS_TEST, + disabled=True, + key=f'{key}-pascal-voc-2007-test' + ) + + raise ValueError(f'Unexpected source value {source}') + +def _dataset_pascal_voc(default_folder_images: str, default_folder_annotations: str, default_file_imagesets: str, disabled: bool, key: str) -> Dataset: + folder_images = st.text_input('Path to Pascal VOC Images', default_folder_images, disabled=disabled, key=f'{key}-pascal-voc-folder_images') + folder_annotations = st.text_input('Path to Pascal VOC Annotations', default_folder_annotations, disabled=disabled, key=f'{key}-pascal-voc-folder_annotations') + file_imagesets = st.text_input('Path to Pascal VOC Image Sets', default_file_imagesets, disabled=disabled, key=f'{key}-pascal-voc-file_imagesets') return loader.load_pascal_voc_dataset(folder_images, folder_annotations, file_imagesets) def background_image(key: str) -> Image: @@ -121,8 +190,8 @@ def display_dataset(dataset: Dataset, key: str) -> None: col_images, col_right = st.columns([5, 1]) with col_right: - classes = input_classes(dataset.classes, key=f'{key}-classes') index = st.number_input('Index', min_value=0, max_value=len(dataset.image_patches)-1, step=1, key=f'{key}-index_input') + classes = input_classes(dataset.classes, key=f'{key}-classes') with col_images: image_array = dataset.image_patches[index].image_array(classes) diff --git a/patchmentation/__init__.py b/patchmentation/__init__.py index eb8112c..067d364 100644 --- a/patchmentation/__init__.py +++ b/patchmentation/__init__.py @@ -1,3 +1,4 @@ from . import collections from . import utils +from . import dataset from .patchmentation import patch_augmentation \ No newline at end of file diff --git a/patchmentation/dataset.py b/patchmentation/dataset.py new file mode 100644 index 0000000..dea02d6 --- /dev/null +++ b/patchmentation/dataset.py @@ -0,0 +1,91 @@ +import os +import wget +import tarfile +from appdirs import user_cache_dir + +from typing import Dict +from patchmentation.utils import loader +from patchmentation.collections import Dataset + +PASCAL_VOC_2007 = 'PASCAL_VOC_2007' + +_CACHEDIR = user_cache_dir('patchmentation-dataset') +_PASCAL_VOC_2007_FOLDER = os.path.join(_CACHEDIR, 'VOCdevkit', 'VOC2007') + +_PASCAL_VOC_2007_URL_TRAIN_VAL = 'http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtrainval_06-Nov-2007.tar' +_PASCAL_VOC_2007_URL_TEST = 'http://host.robots.ox.ac.uk/pascal/VOC/voc2007/VOCtest_06-Nov-2007.tar' +_PASCAL_VOC_2007_TAR_TRAIN_VAL = os.path.join(_CACHEDIR, 'VOCtrainval_06-Nov-2007.tar') +_PASCAL_VOC_2007_TAR_TEST = os.path.join(_CACHEDIR, 'VOCtest_06-Nov-2007.tar') +_PASCAL_VOC_2007_FOLDER_IMAGES = os.path.join(_PASCAL_VOC_2007_FOLDER, 'JPEGImages') +_PASCAL_VOC_2007_FOLDER_ANNOTATIONS = os.path.join(_PASCAL_VOC_2007_FOLDER, 'Annotations') +_PASCAL_VOC_2007_IMAGESETS = os.path.join(_PASCAL_VOC_2007_FOLDER, 'ImageSets', 'Main') +_PASCAL_VOC_2007_IMAGESETS_TRAIN = os.path.join(_PASCAL_VOC_2007_IMAGESETS, 'train.txt') +_PASCAL_VOC_2007_IMAGESETS_VAL = os.path.join(_PASCAL_VOC_2007_IMAGESETS, 'val.txt') +_PASCAL_VOC_2007_IMAGESETS_TEST = os.path.join(_PASCAL_VOC_2007_IMAGESETS, 'test.txt') + +def _download(source, target): + print(f'download from {source} to {target}') + wget.download(source, target) + +def _extract_tar(source, target): + print(f'extract from {source} to {target}') + with tarfile.open(source) as f: + f.extractall(target) + +def _remove_file(file): + print(f'removing {file}') + os.remove(file) + +def load(dataset) -> Dict[str, Dataset]: + if dataset == PASCAL_VOC_2007: + return load_pascal_voc_2007() + raise ValueError(f'Unexpected dataset value : {dataset}') + +def load_pascal_voc_2007() -> Dict[str, Dataset]: + os.makedirs(_CACHEDIR, exist_ok=True) + if not os.path.exists(_PASCAL_VOC_2007_FOLDER): + _download_pascal_voc_2007() + dataset = { + 'train' : loader.load_pascal_voc_dataset(_PASCAL_VOC_2007_FOLDER_IMAGES, _PASCAL_VOC_2007_FOLDER_ANNOTATIONS, _PASCAL_VOC_2007_IMAGESETS_TRAIN), + 'val' : loader.load_pascal_voc_dataset(_PASCAL_VOC_2007_FOLDER_IMAGES, _PASCAL_VOC_2007_FOLDER_ANNOTATIONS, _PASCAL_VOC_2007_IMAGESETS_VAL), + 'test' : loader.load_pascal_voc_dataset(_PASCAL_VOC_2007_FOLDER_IMAGES, _PASCAL_VOC_2007_FOLDER_ANNOTATIONS, _PASCAL_VOC_2007_IMAGESETS_TEST), + } + return dataset + +def _download_pascal_voc_2007(): + if not os.path.exists(_PASCAL_VOC_2007_TAR_TRAIN_VAL): + _download_pascal_voc_2007_train_val() + if not os.path.exists(_PASCAL_VOC_2007_TAR_TEST): + _download_pascal_voc_2007_test() + _extract_pascal_voc_2007_train_val() + _extract_pascal_voc_2007_test() + _remove_tar_pascal_voc_2007_train_val() + _remove_tar_pascal_voc_2007_test() + +def _download_pascal_voc_2007_train_val(): + os.makedirs(_CACHEDIR, exist_ok=True) + if os.path.exists(_PASCAL_VOC_2007_TAR_TRAIN_VAL): + raise FileExistsError(_PASCAL_VOC_2007_TAR_TRAIN_VAL) + _download(_PASCAL_VOC_2007_URL_TRAIN_VAL, _PASCAL_VOC_2007_TAR_TRAIN_VAL) + +def _download_pascal_voc_2007_test(): + os.makedirs(_CACHEDIR, exist_ok=True) + if os.path.exists(_PASCAL_VOC_2007_TAR_TEST): + raise FileExistsError(_PASCAL_VOC_2007_TAR_TEST) + _download(_PASCAL_VOC_2007_URL_TEST, _PASCAL_VOC_2007_TAR_TEST) + +def _extract_pascal_voc_2007_train_val(): + os.makedirs(_CACHEDIR, exist_ok=True) + _extract_tar(_PASCAL_VOC_2007_TAR_TRAIN_VAL, _CACHEDIR) + +def _extract_pascal_voc_2007_test(): + os.makedirs(_CACHEDIR, exist_ok=True) + _extract_tar(_PASCAL_VOC_2007_TAR_TEST, _CACHEDIR) + +def _remove_tar_pascal_voc_2007_train_val(): + if os.path.exists(_PASCAL_VOC_2007_TAR_TRAIN_VAL): + _remove_file(_PASCAL_VOC_2007_TAR_TRAIN_VAL) + +def _remove_tar_pascal_voc_2007_test(): + if os.path.exists(_PASCAL_VOC_2007_TAR_TEST): + _remove_file(_PASCAL_VOC_2007_TAR_TEST) diff --git a/requirements/requirements-main.txt b/requirements/requirements-main.txt index 4a3a2bf..3bf2986 100644 --- a/requirements/requirements-main.txt +++ b/requirements/requirements-main.txt @@ -2,4 +2,6 @@ matplotlib>=3.5.3 numpy>=1.23.1 opencv-python>=4.6.0.66 typing-extensions>=4.3.0 -scipy>=1.9.3 \ No newline at end of file +scipy>=1.9.3 +appdirs==1.4.4 +wget==3.2 \ No newline at end of file diff --git a/setup.py b/setup.py index fae14ec..a8a090e 100644 --- a/setup.py +++ b/setup.py @@ -42,7 +42,9 @@ def read(file): 'numpy>=1.23.1', 'opencv-python>=4.6.0.66', 'typing-extensions>=4.3.0', - 'scipy>=1.9.3' + 'scipy>=1.9.3', + 'appdirs==1.4.4', + 'wget==3.2' ] CLASSIFIERS = [ 'Programming Language :: Python :: 3', From efd448f9838e60757bf453d26baaa6691ef1f074 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 4 Dec 2022 15:24:02 +0700 Subject: [PATCH 099/116] refactor collections --- patchmentation/collections/__init__.py | 2 +- patchmentation/collections/bbox.py | 77 ++++++-- patchmentation/collections/dataset.py | 48 +++-- patchmentation/collections/image.py | 121 ++++++++++--- patchmentation/collections/image_patch.py | 61 +++++-- patchmentation/collections/mask.py | 105 +++++++++-- patchmentation/collections/patch.py | 80 +++++++-- tests/helper.py | 22 ++- tests/test_collections/test_bbox.py | 73 ++++++-- tests/test_collections/test_dataset.py | 8 +- tests/test_collections/test_image.py | 91 +++++----- tests/test_collections/test_image_patch.py | 20 ++- tests/test_collections/test_mask.py | 194 ++++++++++++++++++++- tests/test_collections/test_patch.py | 50 +++--- 14 files changed, 744 insertions(+), 208 deletions(-) diff --git a/patchmentation/collections/__init__.py b/patchmentation/collections/__init__.py index 6e06e42..3084156 100644 --- a/patchmentation/collections/__init__.py +++ b/patchmentation/collections/__init__.py @@ -1,5 +1,5 @@ from .bbox import BBox -from .mask import Mask +from .mask import Mask, EmptyMask from .image import Image from .patch import Patch from .image_patch import ImagePatch diff --git a/patchmentation/collections/bbox.py b/patchmentation/collections/bbox.py index a3ec4df..d22bdd5 100644 --- a/patchmentation/collections/bbox.py +++ b/patchmentation/collections/bbox.py @@ -1,29 +1,78 @@ from typing import Tuple -from dataclasses import dataclass -@dataclass class BBox: - xmin: int - ymin: int - xmax: int - ymax: int + def __init__(self, xmin: int, ymin: int, xmax: int, ymax: int): + self.xmin = xmin + self.ymin = ymin + self.xmax = xmax + self.ymax = ymax def __iter__(self) -> Tuple[int, int, int, int]: return iter((self.xmin, self.ymin, self.xmax, self.ymax)) - def summary(self) -> None: - print( - f'xmin: {self.xmin}\n' - f'ymin: {self.ymin}\n' - f'xmax: {self.xmax}\n' - f'ymax: {self.ymax}\n' - ) + def __repr__(self) -> str: + return f'BBox(xmin={self.xmin}, ymin={self.ymin}, xmax={self.xmax}, ymax={self.ymax})' + @property + def xmin(self) -> int: + return getattr(self, '_xmin', None) + + @xmin.setter + def xmin(self, value: int): + if value is not None: + if value < 0: + raise ValueError(f'xmin value cannot smaller than zero, xmin value : {value}') + if self.xmax is not None and value > self.xmax: + raise ValueError(f'xmin value cannot greater than xmax, xmin value : {value}, xmax : {self.xmax}') + self._xmin = value + + @property + def ymin(self) -> int: + return getattr(self, '_ymin', None) + + @ymin.setter + def ymin(self, value: int): + if value is not None: + if value < 0: + raise ValueError(f'ymin value cannot smaller than zero, ymin value : {value}') + if self.ymax is not None and value > self.ymax: + raise ValueError(f'ymin value cannot greater than ymax, ymin value : {value}, ymax : {self.ymax}') + self._ymin = value + + @property + def xmax(self) -> int: + return getattr(self, '_xmax', None) + + @xmax.setter + def xmax(self, value: int): + if value is not None: + if value < 0: + raise ValueError(f'xmax value cannot smaller than zero, xmax value : {value}') + if self.xmin is not None and value < self.xmin: + raise ValueError(f'xmax value cannot smaller than xmin, xmax value : {value}, xmin : {self.xmin}') + self._xmax = value + + @property + def ymax(self) -> int: + return getattr(self, '_ymax', None) + + @ymax.setter + def ymax(self, value: int): + if value is not None: + if value < 0: + raise ValueError(f'ymax value cannot smaller than zero, ymax value : {value}') + if self.ymin is not None and value < self.ymin: + raise ValueError(f'ymax value cannot smaller than ymin, ymax value : {value}, ymin : {self.ymin}') + self._ymax = value + + @property def width(self) -> int: return self.xmax - self.xmin + @property def height(self) -> int: return self.ymax - self.ymin + @property def area(self) -> int: - return self.width() * self.height() + return self.width * self.height diff --git a/patchmentation/collections/dataset.py b/patchmentation/collections/dataset.py index 98af6c8..2383e4c 100644 --- a/patchmentation/collections/dataset.py +++ b/patchmentation/collections/dataset.py @@ -1,19 +1,47 @@ from .image_patch import ImagePatch from typing import List -from dataclasses import dataclass -@dataclass class Dataset: - image_patches: List[ImagePatch] - classes: List[str] + def __init__(self, image_patches: List[ImagePatch], classes: List[str] = None): + self.image_patches = image_patches + if classes is None: + classes = self.generate_classes() + self.classes = classes def __iter__(self): return iter((self.image_patches, self.classes)) - def summary(self): - print( - f'Number of images: {len(self.image_patches)}\n' - f'Number of classes: {len(self.classes)}\n' - ) - \ No newline at end of file + def __repr__(self) -> str: + return f'Dataset(n_image_patches={self.n_image_patches}, n_classes={self.n_classes})' + + @property + def image_patches(self) -> List[ImagePatch]: + return self._image_patches + + @image_patches.setter + def image_patches(self, value: List[ImagePatch]): + self._image_patches = value + + @property + def n_image_patches(self) -> int: + return len(self.image_patches) + + @property + def classes(self) -> List[str]: + return self._classes + + @classes.setter + def classes(self, value: List[str]): + self._classes = value + + @property + def n_classes(self) -> int: + return len(self.classes) + + def generate_classes(self) -> List[str]: + classes = set() + for image_patch in self.image_patches: + for patch in image_patch.patches: + classes.add(patch.class_name) + return list(classes) diff --git a/patchmentation/collections/image.py b/patchmentation/collections/image.py index e1f5a98..2c442a0 100644 --- a/patchmentation/collections/image.py +++ b/patchmentation/collections/image.py @@ -1,43 +1,108 @@ -from .mask import Mask +from .mask import Mask, EmptyMask import cv2 import numpy as np from typing import Tuple -from dataclasses import dataclass +from functools import cached_property -@dataclass class Image: - path: str - mask: Mask = None + def __init__(self, path: str, mask: Mask = None): + self.path = path + self.mask = mask - def summary(self) -> None: - print( - f'image path: {self.path}\n' - f'Mask: {self.mask}\n' - ) + def __iter__(self) -> Tuple[str, Mask]: + return iter((self.path, self.mask)) + def __repr__(self) -> str: + return f'Image(path={self.path}, mask={self.mask})' + + def __eq__(self, image: 'Image') -> bool: + return (self.path == image.path) and (self.mask == image.mask) + + @property + def path(self) -> str: + return self._path + + @path.setter + def path(self, value: str): + self.shape_cache_clear() + self.shape_without_mask_cache_clear() + self._path = value + if self.width_without_mask != self.mask.width: + raise ValueError(f'image width must equal to mask width, but got image width {self.width_without_mask}, mask width {self.mask.width}') + if self.height_without_mask != self.mask.height: + raise ValueError(f'image height must equal to mask height, but got image height {self.height_without_mask}, mask heigth {self.mask.height}') + + @property + def mask(self) -> Mask: + if getattr(self, '_mask', None) is None: + self.mask = self.empty_mask + return self._mask + + @mask.setter + def mask(self, value: Mask): + if value is not None: + if value.width != self.width_without_mask: + raise ValueError(f'mask width must equal to image width, but got mask width {value.width}, image width {self.width_without_mask}') + if value.height != self.height_without_mask: + raise ValueError(f'mask height must equal to image height, but got mask heigth {value.height}, mask height {self.height_without_mask}') + self._mask = value + + @property def image_array(self) -> np.ndarray: - array = cv2.imread(self.path) - if self.mask is not None: - alpha = self.mask.image_array() - array = np.dstack((array, alpha)) + array = self.image_array_without_mask + alpha = self.mask.image_array + array = np.dstack((array, alpha)) return array + @cached_property def shape(self) -> Tuple[int, int, int]: - return self.image_array().shape + return self.image_array.shape - def width(self): - return self.shape()[1] + def shape_cache_clear(self) -> None: + key = 'shape' + if key in self.__dict__: + del self.__dict__[key] + + @property + def width(self) -> int: + return self.shape[1] + + @property + def height(self) -> int: + return self.shape[0] + + @property + def channel(self) -> int: + return self.shape[2] + + @property + def image_array_without_mask(self) -> np.ndarray: + array = cv2.imread(self.path) + return array + + @cached_property + def shape_without_mask(self) -> Tuple[int, int, int]: + return self.image_array_without_mask.shape + + def shape_without_mask_cache_clear(self) -> None: + key = 'shape_without_mask' + if key in self.__dict__: + del self.__dict__[key] + + @property + def width_without_mask(self) -> int: + return self.shape_without_mask[1] + + @property + def height_without_mask(self) -> int: + return self.shape_without_mask[0] - def height(self): - return self.shape()[0] + @property + def channel_without_mask(self) -> int: + return self.shape_without_mask[2] - def channel(self): - return self.shape()[2] - - def get_mask(self) -> Mask: - if self.mask is None: - from patchmentation.utils import loader - mask_image_array = np.full((self.height(), self.width()), 255, np.uint8) - self.mask = loader.save_mask_image_array_temporary(mask_image_array) - return self.mask + @property + def empty_mask(self) -> EmptyMask: + return EmptyMask(self.width_without_mask, self.height_without_mask) + \ No newline at end of file diff --git a/patchmentation/collections/image_patch.py b/patchmentation/collections/image_patch.py index d477077..0ac7ffe 100644 --- a/patchmentation/collections/image_patch.py +++ b/patchmentation/collections/image_patch.py @@ -4,22 +4,41 @@ import cv2 import numpy as np from typing import List, Tuple -from dataclasses import dataclass -@dataclass class ImagePatch: - image: Image - patches: List[Patch] - + def __init__(self, image: Image, patches: List[Patch]): + self.image = image + self.patches = patches + def __iter__(self) -> Tuple[Image, List[Patch]]: return iter((self.image, self.patches)) - def summary(self) -> None: - print( - f'Image: {self.image}\n' - f'Number of patches: {len(self.patches)}\n' - ) + def __repr__(self) -> str: + return f'ImagePatch(image={self.image}, n_patches={self.n_patches})' + + @property + def image(self) -> Image: + return self._image + + @image.setter + def image(self, value: Image): + self._image = value + + @property + def patches(self) -> List[Patch]: + if self._patches == None: + self.patches = [] + return self._patches + + @patches.setter + def patches(self, value: List[Patch]): + if value is not None: + for patch in value: + if patch.image != self.image: + raise ValueError(f'all patch image must equal to image-patch image, but got patch image {patch.image}, image-patch image {self.image}') + self._patches = value + @property def image_array(self, classes: List[str] = None, **kwargs) -> np.ndarray: rectangle_color = kwargs.get('rectangle_color', (255, 0, 0, 255)) rectangle_thickness = kwargs.get('rectangle_thickness', 1) @@ -29,7 +48,7 @@ def image_array(self, classes: List[str] = None, **kwargs) -> np.ndarray: line_thickness = kwargs.get('line_thickness', 1) line_type = kwargs.get('line_type', cv2.LINE_8) - array = self.image.image_array() + array = self.image.image_array for patch in self.patches: if classes is not None and patch.class_name not in classes: continue xmin, ymin, xmax, ymax = patch.bbox @@ -37,4 +56,24 @@ def image_array(self, classes: List[str] = None, **kwargs) -> np.ndarray: array = cv2.rectangle(array, (xmin, ymin), (xmax, ymax), rectangle_color, rectangle_thickness) array = cv2.putText(array, class_name, (xmin, ymin), font, font_scale, font_color, line_thickness, line_type) return array + + @property + def n_patches(self) -> int: + return len(self.patches) + + @property + def shape(self) -> Tuple[int, int, int]: + return self.image.shape + + @property + def width(self) -> int: + return self.image.width + + @property + def height(self) -> int: + return self.image.height + @property + def channel(self) -> int: + return self.image.channel + \ No newline at end of file diff --git a/patchmentation/collections/mask.py b/patchmentation/collections/mask.py index d7efb72..f72b618 100644 --- a/patchmentation/collections/mask.py +++ b/patchmentation/collections/mask.py @@ -1,25 +1,104 @@ import cv2 import numpy as np -from typing import Tuple -from dataclasses import dataclass +from typing import Tuple, Union +from functools import cached_property -@dataclass class Mask: - path: str + def __init__(self, path: str): + self.path = path - def summary(self) -> None: - print( - f'mask path: {self.path}\n' - ) + def __repr__(self) -> str: + return f'Mask(path={self.path})' + def __eq__(self, mask: Union['Mask', 'EmptyMask']) -> bool: + if not isinstance(mask, (EmptyMask, Mask)): + return False + return equal(self, mask) + + @property + def path(self) -> str: + return self._path + + @path.setter + def path(self, value: str): + self.shape_cache_clear() + self._path = value + + @property def image_array(self) -> np.ndarray: return cv2.imread(self.path, cv2.IMREAD_GRAYSCALE) + @cached_property def shape(self) -> Tuple[int, int]: - return self.image_array().shape + return self.image_array.shape + + def shape_cache_clear(self) -> None: + key = 'shape' + if key in self.__dict__: + del self.__dict__[key] + + @property + def width(self) -> int: + return self.shape[1] + + @property + def height(self) -> int: + return self.shape[0] + +class EmptyMask: + def __init__(self, width: int, height: int): + self.width = width + self.height = height + + def __repr__(self) -> str: + return f'EmptyMask(width={self.width}, height={self.height})' + + def __eq__(self, mask: Union['EmptyMask', Mask]) -> bool: + if not isinstance(mask, (EmptyMask, Mask)): + return False + return equal(self, mask) + + @property + def width(self) -> int: + return self._width + + @width.setter + def width(self, value: int): + if value is not None: + if value < 0: + raise ValueError(f'empty-mask width cannot less than 0, empty-mask width : {value}') + self._width = value + + @property + def height(self) -> int: + return self._height - def width(self): - return self.shape()[1] + @height.setter + def height(self, value: int): + if value is not None: + if value < 0: + raise ValueError(f'empty-mask height cannot less than 0, empty-mask height : {value}') + self._height = value + + @property + def shape(self) -> Tuple[int, int]: + return self.height, self.width + + @property + def image_array(self) -> np.ndarray: + return np.full((self.height, self.width), 255, np.uint8) - def height(self): - return self.shape()[0] +def equal(mask1: Union[Mask, EmptyMask], mask2: Union[Mask, EmptyMask]) -> bool: + if not isinstance(mask1, (Mask, EmptyMask)): + raise TypeError(f'mask1 is not instance of Mask or EmptyMask, type mask1 {type(mask1)}') + if not isinstance(mask2, (Mask, EmptyMask)): + raise TypeError(f'mask2 is not instance of Mask or EmptyMask, type mask2 {type(mask2)}') + if isinstance(mask1, Mask) and isinstance(mask2, Mask): + return (mask1.path == mask2.path) or ((mask1.shape == mask2.shape) and (mask1.image_array == mask2.image_array).all()) + if isinstance(mask1, EmptyMask) and isinstance(mask2, EmptyMask): + return mask1.shape == mask2.shape + if isinstance(mask1, Mask) and isinstance(mask2, EmptyMask): + return (mask1.shape == mask2.shape) and (mask1.image_array == mask2.image_array).all() + if isinstance(mask1, EmptyMask) and isinstance(mask2, Mask): + return equal(mask2, mask1) + raise Exception(f'Unknown condition for type mask1 {type(mask1)}, type mask2 {type(mask2)}') diff --git a/patchmentation/collections/patch.py b/patchmentation/collections/patch.py index ae84fca..5082f0e 100644 --- a/patchmentation/collections/patch.py +++ b/patchmentation/collections/patch.py @@ -3,38 +3,80 @@ import numpy as np from typing import Tuple -from dataclasses import dataclass +from functools import cached_property -@dataclass class Patch: - image: Image - bbox: BBox - class_name: str = None + def __init__(self, image: Image, bbox: BBox, class_name: str = None): + self.image = image + self.bbox = bbox + self.class_name = class_name def __iter__(self) -> Tuple[Image, BBox, str]: return iter((self.image, self.bbox, self.class_name)) - def summary(self) -> None: - print( - f'Image: {self.image}\n' - f'bbox: {self.bbox}\n' - f'class_name : {self.class_name}\n' - ) + def __repr__(self) -> str: + return f'Patch(image={self.image}, bbox={self.bbox}, class_name={self.class_name})' + + @property + def image(self) -> Image: + return getattr(self, '_image', None) + + @image.setter + def image(self, value: Image): + self.shape_cache_clear() + if self.bbox is not None: + if value.width < self.bbox.width: + raise ValueError(f'image width cannot smaller than bbox width, image width : {value.width}, bbox width : {self.bbox.width}') + if value.height < self.bbox.height: + raise ValueError(f'image height cannot smaller than bbox height, image height : {value.height}, bbox height : {self.bbox.height}') + self._image = value + + @property + def bbox(self) -> BBox: + return getattr(self, '_bbox', None) + + @bbox.setter + def bbox(self, value: BBox): + self.shape_cache_clear() + if self.image is not None: + if value.width > self.image.width: + raise ValueError(f'bbox width cannot greater than image width, bbox width : {value.width}, image width : {self.image.width}') + if value.height > self.image.height: + raise ValueError(f'bbox height cannot greater than image height, bbox height : {value.height}, image height : {self.image.height}') + self._bbox = value + @property + def class_name(self) -> str: + return self._class_name + + @class_name.setter + def class_name(self, value): + self._class_name = value + + @property def image_array(self) -> np.ndarray: from patchmentation.utils import functional as F - array = self.image.image_array() + array = self.image.image_array array = F.crop_image_array(array, self.bbox) return array + @cached_property def shape(self) -> Tuple[int, int, int]: - return self.image_array().shape + return self.image_array.shape + + def shape_cache_clear(self) -> None: + key = 'shape' + if key in self.__dict__: + del self.__dict__[key] - def width(self): - return self.shape()[1] + @property + def width(self) -> int: + return self.bbox.width - def height(self): - return self.shape()[0] + @property + def height(self) -> int: + return self.bbox.height - def channel(self): - return self.shape()[2] + @property + def channel(self) -> int: + return self.shape[2] diff --git a/tests/helper.py b/tests/helper.py index 11e40f4..a271a60 100644 --- a/tests/helper.py +++ b/tests/helper.py @@ -1,4 +1,4 @@ -from patchmentation.collections import BBox, Mask, Image, Patch, ImagePatch, Dataset +from patchmentation.collections import BBox, Mask, EmptyMask, Image, Patch, ImagePatch, Dataset from patchmentation.utils import loader import random @@ -46,7 +46,7 @@ def generate_classes(number_of_class: int = None, **kwargs) -> List[str]: length = _kwargs(kwargs, generate_class_name, 'length') return [generate_class_name(length) for _ in range(number_of_class)] -def generate_filename(ext: str, length: int = DEFAULT_FILENAME_LENGTH) -> str: +def generate_filename(ext: str = "", length: int = DEFAULT_FILENAME_LENGTH) -> str: return ''.join(random.choice(string.digits) for _ in range(length)) + ext def generate_number_of_patch() -> int: @@ -94,19 +94,25 @@ def generate_Mask(width: int = None, height: int = None) -> Mask: image_array = generate_mask_image_array(width, height) return loader.save_mask_image_array_temporary(image_array) +def generate_Mask_Empty(width: int = None, height: int = None) -> Mask: + if width is None: width = generate_width() + if height is None: height = generate_height() + image_array = np.full((height, width), 255, np.uint8) + return loader.save_mask_image_array_temporary(image_array) + def generate_Image(width: int = None, height: int = None, mask: Union[Mask, bool] = None) -> Image: if width is None: width = generate_width() if height is None: height = generate_height() image_array = generate_image_array(width, height) image = loader.save_image_array_temporary(image_array) if mask is not None: - image_width = image.width() - image_height = image.height() + image_width = image.width + image_height = image.height if mask is True: mask = generate_Mask(image_width, image_height) if isinstance(mask, Mask): - assert image_width == mask.width() - assert image_height == mask.height() + assert image_width == mask.width + assert image_height == mask.height image.mask = mask else: raise TypeError(f'Received unexpected mask {mask}') @@ -114,7 +120,7 @@ def generate_Image(width: int = None, height: int = None, mask: Union[Mask, bool def generate_Patch(image: Image, classes: List[str] = None, **kwargs) -> Patch: if classes is None: classes = generate_classes(number_of_class=1) - shape = kwargs.get('shape', image.shape()) + shape = kwargs.get('shape', image.shape) height = shape[0] width = shape[1] bbox = generate_BBox(width, height) @@ -124,7 +130,7 @@ def generate_Patch(image: Image, classes: List[str] = None, **kwargs) -> Patch: def generate_patches(image: Image, number_of_patch: int = None, classes: List[str] = None, **kwargs) -> List[Patch]: if number_of_patch is None: number_of_patch = generate_number_of_patch() if classes is None: classes = generate_classes() - shape = kwargs.get('shape', image.shape()) + shape = kwargs.get('shape', image.shape) kwargs['shape'] = shape return [generate_Patch(image, classes, **kwargs) for _ in range(number_of_patch)] diff --git a/tests/test_collections/test_bbox.py b/tests/test_collections/test_bbox.py index f38b7db..eccdf9a 100644 --- a/tests/test_collections/test_bbox.py +++ b/tests/test_collections/test_bbox.py @@ -2,24 +2,24 @@ sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) from patchmentation.collections import BBox -from tests import helper +import pytest def test_bbox(): - xmin, xmax = helper.generate_x() - ymin, ymax = helper.generate_y() + xmin, xmax = 1, 2 + ymin, ymax = 3, 4 bbox = BBox(xmin, ymin, xmax, ymax) assert bbox.xmin == xmin assert bbox.ymin == ymin assert bbox.xmax == xmax assert bbox.ymax == ymax assert (xmin, ymin, xmax, ymax) == tuple(bbox) - bbox.summary() + str(bbox) def test_bbox_width_1(): xmin = 4 xmax = 10 bbox = BBox(xmin, None, xmax, None) - actual_width = bbox.width() + actual_width = bbox.width expected_width = 6 assert actual_width == expected_width @@ -27,16 +27,23 @@ def test_bbox_width_2(): xmin = 4 xmax = 4 bbox = BBox(xmin, None, xmax, None) - actual_width = bbox.width() + actual_width = bbox.width expected_width = 0 assert actual_width == expected_width +def test_bbox_height_1(): + ymin = 4 + ymax = 9 + bbox = BBox(None, ymin, None, ymax) + actual_height = bbox.height + expected_height = 5 + assert actual_height == expected_height def test_bbox_height_2(): ymin = 4 ymax = 4 bbox = BBox(None, ymin, None, ymax) - actual_height = bbox.height() + actual_height = bbox.height expected_height = 0 assert actual_height == expected_height @@ -44,7 +51,7 @@ def test_bbox_area_1(): xmin, xmax = 4, 10 ymin, ymax = 6, 8 bbox = BBox(xmin, ymin, xmax, ymax) - actual_area = bbox.area() + actual_area = bbox.area expected_area = 12 assert actual_area == expected_area @@ -52,7 +59,7 @@ def test_bbox_area_2(): xmin, xmax = 4, 4 ymin, ymax = 6, 8 bbox = BBox(xmin, ymin, xmax, ymax) - actual_area = bbox.area() + actual_area = bbox.area expected_area = 0 assert actual_area == expected_area @@ -60,7 +67,7 @@ def test_bbox_area_3(): xmin, xmax = 4, 10 ymin, ymax = 8, 8 bbox = BBox(xmin, ymin, xmax, ymax) - actual_area = bbox.area() + actual_area = bbox.area expected_area = 0 assert actual_area == expected_area @@ -68,6 +75,50 @@ def test_bbox_area_4(): xmin, xmax = 10, 10 ymin, ymax = 6, 6 bbox = BBox(xmin, ymin, xmax, ymax) - actual_area = bbox.area() + actual_area = bbox.area expected_area = 0 assert actual_area == expected_area + +def test_bbox_failed_xmin(): + bbox = BBox(1, 5, 10, 15) + bbox.xmin = 10 + with pytest.raises(ValueError): + bbox.xmin = 11 + +def test_bbox_failed_xmax(): + bbox = BBox(1, 5, 10, 15) + bbox.xmax = 1 + with pytest.raises(ValueError): + bbox.xmax = 0 + +def test_bbox_failed_ymin(): + bbox = BBox(1, 5, 10, 15) + bbox.ymin = 15 + with pytest.raises(ValueError): + bbox.ymin = 16 + +def test_bbox_failed_ymax(): + bbox = BBox(1, 5, 10, 15) + bbox.ymax = 5 + with pytest.raises(ValueError): + bbox.ymax = 4 + +def test_bbox_failed_xmin_lt0(): + bbox = BBox(None, None, None, None) + with pytest.raises(ValueError): + bbox.xmin = -1 + +def test_bbox_failed_ymin_lt0(): + bbox = BBox(None, None, None, None) + with pytest.raises(ValueError): + bbox.ymin = -1 + +def test_bbox_failed_xmax_lt0(): + bbox = BBox(None, None, None, None) + with pytest.raises(ValueError): + bbox.xmax = -1 + +def test_bbox_failed_ymax_lt0(): + bbox = BBox(None, None, None, None) + with pytest.raises(ValueError): + bbox.ymax = -1 diff --git a/tests/test_collections/test_dataset.py b/tests/test_collections/test_dataset.py index 57af375..e321751 100644 --- a/tests/test_collections/test_dataset.py +++ b/tests/test_collections/test_dataset.py @@ -11,4 +11,10 @@ def test_dataset(): assert dataset.image_patches is image_patches assert dataset.classes is classes assert (image_patches, classes) == tuple(dataset) - dataset.summary() + str(dataset) + +def test_dataset_generate_classes(): + classes = helper.generate_classes() + image_patches = helper.generate_image_patches(classes=classes) + dataset = Dataset(image_patches) + assert helper.compare_unordered_list_equal(classes, dataset.classes) \ No newline at end of file diff --git a/tests/test_collections/test_image.py b/tests/test_collections/test_image.py index 120aa21..dcd2393 100644 --- a/tests/test_collections/test_image.py +++ b/tests/test_collections/test_image.py @@ -4,63 +4,52 @@ import numpy as np from patchmentation.collections import Image -from patchmentation.utils import validator -from patchmentation.utils import loader from tests import helper def test_image(): - path = helper.generate_filename('.jpg') - image = Image(path) - assert image.path == path - image.summary() + temp_image = helper.generate_Image() + mask = helper.generate_Mask(temp_image.width, temp_image.height) + image = Image(temp_image.path, mask) + assert image.path == temp_image.path + assert image.mask == mask + assert (temp_image.path, mask) == tuple(image) + str(image) def test_image_image_array(): width = 10 height = 20 - image = helper.generate_Image(width, height) - assert image.shape() == (height, width, 3) - assert image.width() == width - assert image.height() == height - assert image.channel() == 3 - image_array = image.image_array() - validator.validate_image_array(image_array, check_shape=True, expected_width=width, expected_height=height, expected_channel=3) + image = helper.generate_Image(width, height, True) + assert image.shape == (height, width, 4) + assert image.width == width + assert image.height == height + assert image.channel == 4 + image_array = image.image_array + assert image_array.shape == (height, width, 4) + assert image_array.dtype == np.uint8 -def test_image_mask(): - width = 20 - height = 15 - mask = helper.generate_Mask(width, height) - image = helper.generate_Image(width, height, mask) - assert image.shape() == (height, width, 4) - assert image.width() == width - assert image.height() == height - assert image.channel() == 4 - assert image.mask is mask - image_array = image.image_array() - validator.validate_image_array(image_array, check_shape=True, expected_width=width, expected_height=height, expected_channel=4) - -def test_image_get_mask_1(): - width = 3 - height = 5 - image = helper.generate_Image(width, height) - mask_image_array = np.array([ - [1, 2, 3], - [4, 5, 6], - [7, 8, 9], - [10, 11, 12], - [13, 14, 15] - ]) - image.mask = loader.save_mask_image_array_temporary(mask_image_array) - assert (image.get_mask().image_array() == mask_image_array).all() +def test_image_image_array_no_mask(): + width = 10 + height = 20 + image = helper.generate_Image(width, height, None) + assert image.shape == (height, width, 4) + assert image.width == width + assert image.height == height + assert image.channel == 4 + image_array = image.image_array + assert image_array.shape == (height, width, 4) + assert image_array.dtype == np.uint8 + assert (image_array[:, :, 3] == 255).all() -def test_image_get_mask_2(): - width = 3 - height = 5 - image = helper.generate_Image(width, height) - mask_image_array = np.array([ - [255, 255, 255], - [255, 255, 255], - [255, 255, 255], - [255, 255, 255], - [255, 255, 255], - ]) - assert (image.get_mask().image_array() == mask_image_array).all() +def test_image_shape_cache_clear(): + width1, height1 = 10, 20 + image1 = helper.generate_Image(width1, height1) + width2, height2 = 20, 10 + image2 = helper.generate_Image(width2, height2) + image = Image(image1.path, None) + assert image.width == width1 + assert image.height == height1 + image.mask = None + image.path = image2.path + assert image.width == width2 + assert image.height == height2 + \ No newline at end of file diff --git a/tests/test_collections/test_image_patch.py b/tests/test_collections/test_image_patch.py index 37666d1..f688406 100644 --- a/tests/test_collections/test_image_patch.py +++ b/tests/test_collections/test_image_patch.py @@ -2,9 +2,10 @@ sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) from patchmentation.collections import ImagePatch -from patchmentation.utils import validator from tests import helper +import numpy as np + def test_image_patch(): image = helper.generate_Image() patches = helper.generate_patches(image) @@ -12,14 +13,15 @@ def test_image_patch(): assert image_patch.image is image assert image_patch.patches is patches assert (image, patches) == tuple(image_patch) - image_patch.summary() + assert image_patch.shape == image.shape + assert image_patch.width == image.width + assert image_patch.height == image.height + assert image_patch.channel == image.channel + assert image_patch.n_patches == len(patches) + str(image_patch) def test_image_patch_image_array(): image_patch = helper.generate_ImagePatch() - image_array = image_patch.image_array() - validator.validate_image_array(image_array, check_shape=True, expected_channel=3) - -def test_image_patch_image_array_with_mask(): - image_patch = helper.generate_ImagePatch(with_mask=True) - image_array = image_patch.image_array() - validator.validate_image_array(image_array, check_shape=True, expected_channel=4) + image_array = image_patch.image_array + assert image_array.shape == (image_patch.height, image_patch.width, 4) + assert image_array.dtype == np.uint8 diff --git a/tests/test_collections/test_mask.py b/tests/test_collections/test_mask.py index e83a593..fc94a4d 100644 --- a/tests/test_collections/test_mask.py +++ b/tests/test_collections/test_mask.py @@ -1,22 +1,198 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) -from patchmentation.collections import Mask -from patchmentation.utils import validator +from patchmentation.collections import Mask, EmptyMask +from patchmentation.collections.mask import equal +from patchmentation.utils import loader from tests import helper +import numpy as np +import pytest + def test_mask(): - path = helper.generate_filename('.jpg') + path = "path" mask = Mask(path) assert mask.path == path - mask.summary() + str(mask) def test_mask_image_array(): width = 10 height = 20 mask = helper.generate_Mask(width, height) - assert mask.shape() == (height, width) - assert mask.width() == width - assert mask.height() == height - image_array = mask.image_array() - validator.validate_mask_image_array(image_array, check_shape=True, expected_width=width, expected_height=height) + assert mask.shape == (height, width) + assert mask.width == width + assert mask.height == height + image_array = mask.image_array + assert image_array.shape == (height, width) + assert image_array.dtype == np.uint8 + +def test_mask_shape_cache_clear(): + width1, height1 = 10, 20 + mask1 = helper.generate_Mask(width1, height1) + width2, height2 = 15, 30 + mask2 = helper.generate_Mask(width2, height2) + mask = Mask(mask1.path) + assert mask.shape == (height1, width1) + assert mask.width == width1 + assert mask.height == height1 + mask.path = mask2.path + assert mask.shape == (height2, width2) + assert mask.width == width2 + assert mask.height == height2 + +def test_mask_eq_true_1(): + path = "path" + mask1 = Mask(path) + mask2 = Mask(path) + assert mask1 == mask2 + +def test_mask_eq_true_2(): + width = 10 + height = 20 + mask1 = helper.generate_Mask_Empty(width, height) + mask2 = EmptyMask(width, height) + assert mask1 == mask2 + +def test_mask_eq_false_1(): + mask1 = helper.generate_Mask(10, 20) + mask2 = helper.generate_Mask(20, 10) + assert mask1.path != mask2.path + assert mask1 != mask2 + +def test_mask_eq_false_2(): + mask1 = helper.generate_Mask(10, 20) + mask2 = helper.generate_Mask(10, 20) + assert mask1.path != mask2.path + assert mask1.shape == mask2.shape + assert mask1 != mask2 + +def test_mask_eq_false_3(): + width = 10 + height = 20 + mask1 = helper.generate_Mask(width, height) + mask2 = EmptyMask(width, height) + assert mask1 != mask2 + +def test_mask_eq_false_4(): + mask = helper.generate_Mask() + assert mask != "" + assert mask != None + +def test_empty_mask(): + width = 10 + height = 20 + empty_mask = EmptyMask(width, height) + assert empty_mask.shape == (height, width) + assert empty_mask.width == width + assert empty_mask.height == height + str(empty_mask) + +def test_empty_mask_image_array(): + width = 2 + height = 3 + empty_mask = EmptyMask(width, height) + assert empty_mask.shape == (height, width) + assert empty_mask.width == width + assert empty_mask.height == height + image_array = empty_mask.image_array + assert image_array.shape == (height, width) + assert image_array.dtype == np.uint8 + assert (image_array == 255).all() + +def test_empty_mask_width(): + empty_mask = EmptyMask(None, None) + empty_mask.width = 10 + empty_mask.width = 0 + with pytest.raises(ValueError): + empty_mask.width = -1 + +def test_empty_mask_height(): + empty_mask = EmptyMask(None, None) + empty_mask.height = 5 + empty_mask.height = 0 + with pytest.raises(ValueError): + empty_mask.height = -1 + +def test_empty_mask_eq_true_1(): + width = 10 + height = 20 + empty_mask1 = EmptyMask(width, height) + empty_mask2 = EmptyMask(width, height) + assert empty_mask1 == empty_mask2 + +def test_empty_mask_eq_true_2(): + width = 10 + height = 20 + mask1 = EmptyMask(width, height) + mask2 = helper.generate_Mask_Empty(width, height) + assert mask1 == mask2 + +def test_empty_mask_eq_false_1(): + width1, height1 = 10, 20 + width2, height2 = 20, 10 + mask1 = EmptyMask(width1, height1) + mask2 = EmptyMask(width2, height2) + assert mask1 != mask2 + +def test_empty_mask_eq_false_2(): + width = 10 + height = 20 + mask1 = EmptyMask(width, height) + mask2 = helper.generate_Mask(width, height) + assert mask1 != mask2 + +def test_empty_mask_eq_false_3(): + width = 10 + height = 20 + mask = EmptyMask(width, height) + assert mask != "" + assert mask != None + +def test_eq_1(): + mask1 = EmptyMask(10, 20) + mask2 = EmptyMask(10, 20) + assert equal(mask1, mask2) + +def test_eq_2(): + mask1 = Mask("path") + mask2 = Mask("path") + assert equal(mask1, mask2) + +def test_eq_3(): + mask1 = helper.generate_Mask(10, 20) + mask_image_array = mask1.image_array + mask2 = loader.save_mask_image_array_temporary(mask_image_array) + assert mask1.path != mask2.path + assert equal(mask1, mask2) + +def test_eq_4(): + mask1 = helper.generate_Mask_Empty(10, 20) + mask2 = EmptyMask(10, 20) + assert equal(mask1, mask2) + assert equal(mask2, mask1) + +def test_eq_5(): + mask1 = helper.generate_Mask(10, 20) + mask_image_array = mask1.image_array + mask_image_array[1, 2] = 1 + mask_image_array[5, 3] = 2 + mask2 = loader.save_mask_image_array_temporary(mask_image_array) + assert mask1.path != mask2.path + assert not equal(mask1, mask2) + +def test_eq_6(): + mask1 = helper.generate_Mask(10, 20) + mask2 = EmptyMask(10, 20) + assert mask1 != mask2 + +def test_eq_7(): + mask1 = None + mask2 = EmptyMask(10, 20) + with pytest.raises(TypeError): + equal(mask1, mask2) + +def test_eq_8(): + mask1 = helper.generate_Mask(10, 20) + mask2 = None + with pytest.raises(TypeError): + equal(mask1, mask2) diff --git a/tests/test_collections/test_patch.py b/tests/test_collections/test_patch.py index 9b3966d..0b2bcdc 100644 --- a/tests/test_collections/test_patch.py +++ b/tests/test_collections/test_patch.py @@ -2,45 +2,49 @@ sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) from patchmentation.collections import Patch, BBox -from patchmentation.utils import validator from tests import helper import numpy as np def test_patch(): image = helper.generate_Image() - bbox = helper.generate_BBox() + bbox = helper.generate_BBox(image.width, image.height) class_name = helper.generate_class_name() patch = Patch(image, bbox, class_name) assert patch.image is image assert patch.bbox is bbox assert patch.class_name == class_name assert (image, bbox, class_name) == tuple(patch) - patch.summary() + str(patch) def test_patch_image_array(): width = 10 height = 20 - image = helper.generate_Image(width, height) + image = helper.generate_Image(width, height, True) bbox = BBox(1, 2, 5, 7) patch = Patch(image, bbox, None) - assert patch.shape() == (bbox.height(), bbox.width(), 3) - assert patch.width() == bbox.width() - assert patch.height() == bbox.height() - assert patch.channel() == 3 - image_array = patch.image_array() - validator.validate_image_array(image_array, check_shape=True, expected_width=bbox.width(), expected_height=bbox.height(), expected_channel=3) + assert patch.shape == (bbox.height, bbox.width, 4) + assert patch.width == bbox.width + assert patch.height == bbox.height + assert patch.channel == 4 + image_array = patch.image_array + assert image_array.shape == (bbox.height, bbox.width, 4) + assert image_array.dtype == np.uint8 -def test_patch_mask_image_array(): - width = 20 - height = 10 - mask = helper.generate_Mask(width, height) - image = helper.generate_Image(width, height, mask) - bbox = BBox(3, 2, 5, 8) - patch = Patch(image, bbox, None) - assert patch.shape() == (bbox.height(), bbox.width(), 4) - assert patch.width() == bbox.width() - assert patch.height() == bbox.height() - assert patch.channel() == 4 - image_array = patch.image_array() - validator.validate_image_array(image_array, check_shape=True, expected_width=bbox.width(), expected_height=bbox.height(), expected_channel=4) +def test_patch_shape_cache_clear(): + width = 10 + height = 20 + image = helper.generate_Image(width, height, True) + bbox1 = BBox(3, 5, 8, 6) + patch = Patch(image, bbox1, None) + assert patch.shape == (bbox1.height, bbox1.width, 4) + assert patch.width == bbox1.width + assert patch.height == bbox1.height + assert patch.channel == 4 + bbox2 = BBox(4, 1, 6, 15) + patch = Patch(image, bbox2, None) + assert patch.shape == (bbox2.height, bbox2.width, 4) + assert patch.width == bbox2.width + assert patch.height == bbox2.height + assert patch.channel == 4 + \ No newline at end of file From f250c90a16daa9733ce457d125a0b4040035c471 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 4 Dec 2022 16:37:41 +0700 Subject: [PATCH 100/116] add OverflowBBox --- patchmentation/collections/__init__.py | 2 +- patchmentation/collections/bbox.py | 21 +++++++ tests/test_collections/test_bbox.py | 77 +++++++++++++++++++++++++- 3 files changed, 98 insertions(+), 2 deletions(-) diff --git a/patchmentation/collections/__init__.py b/patchmentation/collections/__init__.py index 3084156..77f89b7 100644 --- a/patchmentation/collections/__init__.py +++ b/patchmentation/collections/__init__.py @@ -1,4 +1,4 @@ -from .bbox import BBox +from .bbox import BBox, OverflowBBox from .mask import Mask, EmptyMask from .image import Image from .patch import Patch diff --git a/patchmentation/collections/bbox.py b/patchmentation/collections/bbox.py index d22bdd5..f80d276 100644 --- a/patchmentation/collections/bbox.py +++ b/patchmentation/collections/bbox.py @@ -13,6 +13,9 @@ def __iter__(self) -> Tuple[int, int, int, int]: def __repr__(self) -> str: return f'BBox(xmin={self.xmin}, ymin={self.ymin}, xmax={self.xmax}, ymax={self.ymax})' + def __eq__(self, bbox: 'BBox') -> bool: + return (self.xmin == bbox.xmin) and (self.ymin == bbox.ymin) and (self.xmax == bbox.xmax) and (self.ymax == bbox.ymax) + @property def xmin(self) -> int: return getattr(self, '_xmin', None) @@ -76,3 +79,21 @@ def height(self) -> int: @property def area(self) -> int: return self.width * self.height + +class OverflowBBox(BBox): + @BBox.xmin.setter + def xmin(self, value: int): + self._xmin = value + + @BBox.ymin.setter + def ymin(self, value: int): + self._ymin = value + + @BBox.xmax.setter + def xmax(self, value: int): + self._xmax = value + + @BBox.ymax.setter + def ymax(self, value: int): + self._ymax = value + \ No newline at end of file diff --git a/tests/test_collections/test_bbox.py b/tests/test_collections/test_bbox.py index eccdf9a..df6b52a 100644 --- a/tests/test_collections/test_bbox.py +++ b/tests/test_collections/test_bbox.py @@ -1,7 +1,7 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) -from patchmentation.collections import BBox +from patchmentation.collections import BBox, OverflowBBox import pytest def test_bbox(): @@ -122,3 +122,78 @@ def test_bbox_failed_ymax_lt0(): bbox = BBox(None, None, None, None) with pytest.raises(ValueError): bbox.ymax = -1 + +def test_overflow_bbox(): + xmin, xmax = -1, 2 + ymin, ymax = 3, -4 + bbox = OverflowBBox(xmin, ymin, xmax, ymax) + assert bbox.xmin == xmin + assert bbox.ymin == ymin + assert bbox.xmax == xmax + assert bbox.ymax == ymax + assert (xmin, ymin, xmax, ymax) == tuple(bbox) + str(bbox) + +def test_overflow_bbox_width_1(): + xmin = -4 + xmax = 10 + bbox = OverflowBBox(xmin, None, xmax, None) + actual_width = bbox.width + expected_width = 14 + assert actual_width == expected_width + +def test_overflow_bbox_width_2(): + xmin = 4 + xmax = -4 + bbox = OverflowBBox(xmin, None, xmax, None) + actual_width = bbox.width + expected_width = -8 + assert actual_width == expected_width + +def test_overflow_bbox_height_1(): + ymin = 4 + ymax = -9 + bbox = OverflowBBox(None, ymin, None, ymax) + actual_height = bbox.height + expected_height = -13 + assert actual_height == expected_height + +def test_overflow_bbox_height_2(): + ymin = -4 + ymax = 4 + bbox = OverflowBBox(None, ymin, None, ymax) + actual_height = bbox.height + expected_height = 8 + assert actual_height == expected_height + +def test_overflow_bbox_area_1(): + xmin, xmax = -4, 10 + ymin, ymax = 6, 8 + bbox = OverflowBBox(xmin, ymin, xmax, ymax) + actual_area = bbox.area + expected_area = 28 + assert actual_area == expected_area + +def test_overflow_bbox_area_2(): + xmin, xmax = 4, -4 + ymin, ymax = 6, 8 + bbox = OverflowBBox(xmin, ymin, xmax, ymax) + actual_area = bbox.area + expected_area = -16 + assert actual_area == expected_area + +def test_overflow_bbox_area_3(): + xmin, xmax = 4, 10 + ymin, ymax = -8, 8 + bbox = OverflowBBox(xmin, ymin, xmax, ymax) + actual_area = bbox.area + expected_area = 96 + assert actual_area == expected_area + +def test_overflow_bbox_area_4(): + xmin, xmax = 10, 10 + ymin, ymax = 6, -6 + bbox = OverflowBBox(xmin, ymin, xmax, ymax) + actual_area = bbox.area + expected_area = 0 + assert actual_area == expected_area From 863d97a24a981e7d6e9467efc1a7e058cd2ceff9 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 4 Dec 2022 16:38:17 +0700 Subject: [PATCH 101/116] fix test_dataset_generate_classes --- tests/test_collections/test_dataset.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/test_collections/test_dataset.py b/tests/test_collections/test_dataset.py index e321751..77f13a1 100644 --- a/tests/test_collections/test_dataset.py +++ b/tests/test_collections/test_dataset.py @@ -14,7 +14,7 @@ def test_dataset(): str(dataset) def test_dataset_generate_classes(): - classes = helper.generate_classes() - image_patches = helper.generate_image_patches(classes=classes) + classes = helper.generate_classes(3) + image_patches = helper.generate_image_patches(100, classes) dataset = Dataset(image_patches) assert helper.compare_unordered_list_equal(classes, dataset.classes) \ No newline at end of file From a7689e8cf2f067a6b97485e9347f5ab95af7e19f Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 4 Dec 2022 17:14:26 +0700 Subject: [PATCH 102/116] refactor collections --- patchmentation/patchmentation.py | 20 ++-- patchmentation/utils/converter.py | 4 +- patchmentation/utils/filter.py | 6 +- patchmentation/utils/functional.py | 26 ++--- patchmentation/utils/loader.py | 14 +-- patchmentation/utils/transform.py | 22 ++-- tests/helper.py | 2 +- tests/integration_test.py | 13 ++- tests/test_utils/test_converter.py | 10 +- tests/test_utils/test_functional.py | 57 +++++----- tests/test_utils/test_helper.py | 57 +++++++--- tests/test_utils/test_loader.py | 50 ++++++--- tests/test_utils/test_transform.py | 160 ++++++++++++++-------------- 13 files changed, 247 insertions(+), 194 deletions(-) diff --git a/patchmentation/patchmentation.py b/patchmentation/patchmentation.py index 1145b0a..1f787b3 100644 --- a/patchmentation/patchmentation.py +++ b/patchmentation/patchmentation.py @@ -1,4 +1,4 @@ -from patchmentation.collections import BBox, Mask, Image, Patch, ImagePatch +from patchmentation.collections import BBox, OverflowBBox, Mask, Image, Patch, ImagePatch from patchmentation.utils import functional as F from patchmentation.utils.transform import Transform from patchmentation.utils.filter import Filter @@ -24,8 +24,8 @@ def patch_augmentation( background_patches = image.patches image = image.image - background_image_width = image.width() - background_image_height = image.height() + background_image_width = image.width + background_image_height = image.height if actions is not None: for action in actions: @@ -43,7 +43,7 @@ def patch_augmentation( patch_distribution = np.full((background_image_height, background_image_width), 1) if isinstance(patch_distribution, Mask): - patch_distribution = patch_distribution.image_array() + patch_distribution = patch_distribution.image_array patch_distribution = patch_distribution.astype(np.float32) patch_distribution -= patch_distribution.min() @@ -52,8 +52,8 @@ def patch_augmentation( list_patch_bbox = [] for patch in patches: - width = patch.width() - height = patch.height() + width = patch.width + height = patch.height assert width <= background_image_width, f'Expected patch width <= background image width, but got patch width {width} background image width {background_image_width}' assert height <= background_image_height, f'Expected patch height <= background image height, but got patch height {height} background image height {background_image_height}' weight = patch_distribution.copy() @@ -75,10 +75,10 @@ def patch_augmentation( list_patch_bbox, visibility_threshold, list_non_removal_patch_bbox = [ - (None, BBox(-INF, -INF, 0, INF)), - (None, BBox(-INF, -INF, INF, 0)), - (None, BBox(background_image_width, -INF, INF, INF)), - (None, BBox(-INF, background_image_height, INF, INF)) + (None, OverflowBBox(-INF, -INF, 0, INF)), + (None, OverflowBBox(-INF, -INF, INF, 0)), + (None, OverflowBBox(background_image_width, -INF, INF, INF)), + (None, OverflowBBox(-INF, background_image_height, INF, INF)) ] + list_background_patch_bbox ) diff --git a/patchmentation/utils/converter.py b/patchmentation/utils/converter.py index 1e9ee31..42cc388 100644 --- a/patchmentation/utils/converter.py +++ b/patchmentation/utils/converter.py @@ -7,7 +7,7 @@ def array2image(image_array: np.ndarray) -> Image: return loader.save_image_array_temporary(image_array) def image2patch(image: Image, class_name: str = None) -> Patch: - height, width, _ = image.shape() + height, width, _ = image.shape return Patch(image, BBox(0, 0, width, height), class_name) def array2patch(image_array: np.ndarray, class_name: str = None) -> Patch: @@ -15,5 +15,5 @@ def array2patch(image_array: np.ndarray, class_name: str = None) -> Patch: return image2patch(image, class_name) def patch2image(patch: Patch) -> Image: - image_array = patch.image_array() + image_array = patch.image_array return array2image(image_array) \ No newline at end of file diff --git a/patchmentation/utils/filter.py b/patchmentation/utils/filter.py index 3c2fb8a..170286e 100644 --- a/patchmentation/utils/filter.py +++ b/patchmentation/utils/filter.py @@ -23,7 +23,7 @@ def __init__(self, width: int, comparator: Comparator): def filter(self, patches: List[Patch]) -> List[Patch]: result = [] for patch in patches: - width = patch.width() + width = patch.width if self.comparator(width, self.width): result.append(patch) return result @@ -36,7 +36,7 @@ def __init__(self, height: int, comparator: Comparator): def filter(self, patches: List[Patch]) -> List[Patch]: result = [] for patch in patches: - height = patch.height() + height = patch.height if self.comparator(height, self.height): result.append(patch) return result @@ -51,7 +51,7 @@ def filter(self, patches: List[Patch]) -> List[Patch]: threshold_aspect_ratio = self.width / self.height result = [] for patch in patches: - aspect_ratio = patch.width() / patch.height() + aspect_ratio = patch.width / patch.height if self.comparator(aspect_ratio, threshold_aspect_ratio): result.append(patch) return result diff --git a/patchmentation/utils/functional.py b/patchmentation/utils/functional.py index a0f34cb..e687693 100644 --- a/patchmentation/utils/functional.py +++ b/patchmentation/utils/functional.py @@ -19,8 +19,8 @@ def intersection(bbox_1: BBox, bbox_2: BBox) -> BBox: def intersection_over_union(bbox_1: BBox, bbox_2: BBox) -> float: bbox_intersection = intersection(bbox_1, bbox_2) - intersection_area = bbox_intersection.area() - union_area = bbox_1.area() + bbox_2.area() - intersection_area + intersection_area = bbox_intersection.area + union_area = bbox_1.area + bbox_2.area - intersection_area if union_area == 0 and intersection_area == 0: return 0 return intersection_area / union_area @@ -36,8 +36,8 @@ def scale_dimension(width: int, height: int, scale: float) -> Tuple[int, int]: return scaled_width, scaled_height def scale_bbox(bbox: BBox, scale: float) -> BBox: - width = bbox.width() - height = bbox.height() + width = bbox.width + height = bbox.height scaled_width, scaled_height = scale_dimension(width, height, scale) xmin, ymin, _, _ = bbox xmax = xmin + scaled_width @@ -69,7 +69,7 @@ def visibility_thresholding(list_patch_bbox: List[Tuple[Patch, BBox]], visibilit ymin -= min_y ymax -= min_y grid[ymin:ymax, xmin:xmax] = i - total_area[i] = bbox.area() + total_area[i] = bbox.area if list_non_removal_patch_bbox is not None: for _, bbox in list_non_removal_patch_bbox: @@ -103,14 +103,14 @@ def resize_image_array(image_array: np.ndarray, width: int, height: int) -> np.n return cv2.resize(image_array, (width, height), interpolation = cv2.INTER_AREA) def overlay_image(image_a: Image, image_b: Image, bbox: BBox) -> Image: - assert bbox.width() == image_b.width() - assert bbox.height() == image_b.height() + assert bbox.width == image_b.width + assert bbox.height == image_b.height - background_image_array = image_a.image_array()[:,:,:3] - background_mask_image_array = image_a.get_mask().image_array() + background_image_array = image_a.image_array[:,:,:3] + background_mask_image_array = image_a.mask.image_array - overlay_image_array = image_b.image_array()[:,:,:3] - overlay_mask_image_array = image_b.get_mask().image_array() + overlay_image_array = image_b.image_array[:,:,:3] + overlay_mask_image_array = image_b.mask.image_array background_color = background_image_array[bbox.ymin:bbox.ymax, bbox.xmin:bbox.xmax, :] / 255.0 background_alpha = background_mask_image_array[bbox.ymin:bbox.ymax, bbox.xmin:bbox.xmax] / 255.0 @@ -173,8 +173,8 @@ def get_negative_patch(image_patch: Union[Image, ImagePatch], iou_threshold: flo if isinstance(image_patch, Image): image_patch = ImagePatch(image_patch, []) image = image_patch.image - image_width = image.width() - image_height = image.height() + image_width = image.width + image_height = image.height for _ in range(max_iteration): xmin = random.randint(0, image_width - 1) ymin = random.randint(0, image_height - 1) diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index afc8fc5..f08809d 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -1,4 +1,4 @@ -from patchmentation.collections import BBox, Mask, Image, Patch, ImagePatch, Dataset +from patchmentation.collections import BBox, Mask, EmptyMask, Image, Patch, ImagePatch, Dataset import os import cv2 @@ -6,16 +6,16 @@ import tempfile import json import xml.etree.ElementTree as ET -from typing import Dict, List, Union, Any, Tuple +from typing import Dict, List, Union, Tuple temporary_folder = tempfile.TemporaryDirectory() ATTR_TEMPORARY_FILE = 'temporary_file' -def load_image_array(image: Union[str, Image, ImagePatch]) -> np.ndarray: +def load_image_array(image: Union[str, Image, ImagePatch, Mask, EmptyMask]) -> np.ndarray: if isinstance(image, str): - return Image(image).image_array() - if isinstance(image, (Mask, Image, ImagePatch)): - return image.image_array() + return Image(image).image_array + if isinstance(image, (Mask, Image, ImagePatch, Mask, EmptyMask)): + return image.image_array raise TypeError def load_image(path: str) -> Image: @@ -87,7 +87,7 @@ def load_yolo_image_patches(folder_images: str, folder_annotations: str, classes return image_patches def load_yolo_patches(image: Image, file_annotation: str, classes: List[str]) -> List[ImagePatch]: - image_height, image_width, _ = image.image_array().shape + image_height, image_width, _ = image.image_array.shape patches = [] with open(file_annotation, 'r') as f: lines = f.readlines() diff --git a/patchmentation/utils/transform.py b/patchmentation/utils/transform.py index fa885c8..ec6e630 100644 --- a/patchmentation/utils/transform.py +++ b/patchmentation/utils/transform.py @@ -28,8 +28,8 @@ def __init__(self, width: int = None, height: int = None, aspect_ratio: Union[Tu self.aspect_ratio = aspect_ratio def transform(self, image: Image) -> Image: - image_height = image.height() - image_width = image.width() + image_height = image.height + image_width = image.width width, height = Resize._generate_width_height(self.width, self.height, image_width, image_height, self.aspect_ratio) return Resize.resize(image, width, height) @@ -37,7 +37,7 @@ def transform(self, image: Image) -> Image: @staticmethod def resize(image: Image, width: int, height: int) -> Image: - image_array = image.image_array() + image_array = image.image_array resized_image_array = F.resize_image_array(image_array, width, height) resized_image = loader.save_image_array_temporary(resized_image_array) return resized_image @@ -88,8 +88,8 @@ def __init__(self, scale_width: float = None, scale_height: float = None, aspect self.aspect_ratio = aspect_ratio def transform(self, image: Image) -> Image: - image_height = image.height() - image_width = image.width() + image_height = image.height + image_width = image.width scale_width, scale_height = Scale._generate_scale_width_height(self.scale_width, self.scale_height, image_width, image_height, self.aspect_ratio) return Scale.scale(image, scale_width, scale_height) @@ -101,8 +101,8 @@ def scale_length(length: int, scale: float) -> int: @staticmethod def scale(image: Image, scale_width: float, scale_height: float) -> Image: - image_height = image.height() - image_width = image.width() + image_height = image.height + image_width = image.width scaled_image_width = Scale.scale_length(image_width, scale_width) scaled_image_height = Scale.scale_length(image_height, scale_height) return Resize.resize(image, scaled_image_width, scaled_image_height) @@ -151,8 +151,8 @@ def transform(self, image: Image) -> Image: @staticmethod def grayscale(image: Image) -> Image: - image_array = image.image_array() - channel = image.channel() + image_array = image.image_array + channel = image.channel if channel == 3: grayscale_image_array = F.convert_BGR2Grayscale(image_array) elif channel == 4: @@ -186,7 +186,7 @@ def softedge(image: Image, kernel: np.ndarray) -> Image: kernel_height, kernel_width = kernel.shape assert kernel_height % 2 == 1, f'Expected kernel_height is odd, but received kernel_height {kernel_height}' assert kernel_width % 2 == 1, f'Expected kernel_width is odd, but received kernel_width {kernel_width}' - mask_image_array = image.get_mask().image_array() + mask_image_array = image.mask.image_array mask_height, mask_width = mask_image_array.shape pad_up = pad_down = int((kernel_height - 1) / 2) pad_left = pad_right = int((kernel_width - 1) / 2) @@ -203,7 +203,7 @@ def __init__(self): pass def transform(self, image: Image) -> Image: - mask = loader.save_mask_image_array_temporary(np.full((image.height(), image.width()), 255, np.uint8)) + mask = loader.save_mask_image_array_temporary(np.full((image.height, image.width), 255, np.uint8)) result_image = copy(image) result_image.mask = mask return result_image diff --git a/tests/helper.py b/tests/helper.py index a271a60..f83fc05 100644 --- a/tests/helper.py +++ b/tests/helper.py @@ -189,7 +189,7 @@ def compare_unordered_list_equal(list_1: list, list_2: list) -> bool: def check_grayscale(image: Union[np.ndarray, Image]) -> bool: if isinstance(image, Image): - image = image.image_array() + image = image.image_array height, width, _ = image.shape for i in range(height): for j in range(width): diff --git a/tests/integration_test.py b/tests/integration_test.py index e348155..bb9d0ee 100644 --- a/tests/integration_test.py +++ b/tests/integration_test.py @@ -1,8 +1,7 @@ import os, sys sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) -from patchmentation.collections import Image -from patchmentation.utils import validator +from patchmentation.collections import Image, ImagePatch from patchmentation.utils import loader from patchmentation.utils import filter from patchmentation.utils import transform @@ -31,7 +30,7 @@ def test_patch_augmentation_1(): patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches + negative_patches image_patch = patch_augmentation(patches, background_image) - validator.validate_ImagePatch(image_patch) + assert isinstance(image_patch, ImagePatch) def test_patch_augmentation_2(): dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) @@ -46,7 +45,7 @@ def test_patch_augmentation_2(): patches = dataset.image_patches[2].patches image_patch = patch_augmentation(patches, image_patch) - validator.validate_ImagePatch(image_patch) + assert isinstance(image_patch, ImagePatch) def test_patch_augmentation_3(): actions = [ @@ -60,7 +59,7 @@ def test_patch_augmentation_3(): patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches image_patch = patch_augmentation(patches, background_image, actions=actions) - validator.validate_ImagePatch(image_patch) + assert isinstance(image_patch, ImagePatch) def test_patch_augmentation_4(): actions = [ @@ -73,7 +72,7 @@ def test_patch_augmentation_4(): dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2) - patch_distribution = np.full((background_image.height(), background_image.width()), 0) + patch_distribution = np.full((background_image.height, background_image.width), 0) patch_distribution[250:300, :] = 255 patch_distribution[:, 400:450] = 255 @@ -88,4 +87,4 @@ def test_patch_augmentation_4(): patches = dataset.image_patches[2].patches image_patch = patch_augmentation(patches, image_patch, visibility_threshold, actions, True, loader.save_mask_image_array_temporary(patch_distribution)) - validator.validate_ImagePatch(image_patch) + assert isinstance(image_patch, ImagePatch) diff --git a/tests/test_utils/test_converter.py b/tests/test_utils/test_converter.py index 5b97018..d92fc3b 100644 --- a/tests/test_utils/test_converter.py +++ b/tests/test_utils/test_converter.py @@ -11,7 +11,7 @@ def test_array2image(): image_array = helper.generate_image_array() image = converter.array2image(image_array) assert isinstance(image, Image) - assert (image.image_array() == image_array).all() + assert (image.image_array[:,:,:3] == image_array[:,:,:3]).all() def test_image2patch(): image = helper.generate_Image() @@ -20,7 +20,7 @@ def test_image2patch(): assert isinstance(patch, Patch) assert patch.class_name == class_name assert patch.image is image - assert (patch.image_array() == image.image_array()).all() + assert (patch.image_array == image.image_array).all() def test_array2patch(): image_array = helper.generate_image_array() @@ -28,7 +28,7 @@ def test_array2patch(): patch = converter.array2patch(image_array, class_name) assert isinstance(patch, Patch) assert patch.class_name == class_name - assert (patch.image_array() == image_array).all() + assert (patch.image_array[:,:,:3] == image_array[:,:,:3]).all() def test_patch2image(): image_array = np.array([ @@ -40,8 +40,8 @@ def test_patch2image(): patch = Patch(_image, bbox) image = converter.patch2image(patch) assert isinstance(image, Image) - actual_image_array = image.image_array() + actual_image_array = image.image_array expected_image_array = np.array([ [[4, 5, 6], [7, 8, 9]] ]) - assert (actual_image_array == expected_image_array).all() \ No newline at end of file + assert (actual_image_array[:,:,:3] == expected_image_array[:,:,:3]).all() \ No newline at end of file diff --git a/tests/test_utils/test_functional.py b/tests/test_utils/test_functional.py index d586c30..9b2153f 100644 --- a/tests/test_utils/test_functional.py +++ b/tests/test_utils/test_functional.py @@ -3,8 +3,7 @@ from patchmentation.utils import functional as F from patchmentation.utils import loader -from patchmentation.utils import validator -from patchmentation.collections import BBox, Image, Patch, ImagePatch, Dataset +from patchmentation.collections import BBox, OverflowBBox from tests import helper import numpy as np @@ -213,8 +212,9 @@ def test_resize_image_array_1(): expected_width = 5 expected_height = 7 actual_image_array = F.resize_image_array(image_array, expected_width, expected_height) - validator.validate_image_array(actual_image_array, expected_width=expected_width, expected_height=expected_height) - + assert actual_image_array.dtype == np.uint8 + assert actual_image_array.shape[:2] == (expected_height, expected_width) + def test_resize_image_array_2(): width = 10 height = 20 @@ -222,7 +222,8 @@ def test_resize_image_array_2(): expected_width = 12 expected_height = 9 actual_image_array = F.resize_image_array(image_array, expected_width, expected_height) - validator.validate_image_array(actual_image_array, expected_width=expected_width, expected_height=expected_height) + assert actual_image_array.dtype == np.uint8 + assert actual_image_array.shape[:2] == (expected_height, expected_width) @pytest.mark.filterwarnings('error') def test_display_image_array_Grayscale(): @@ -364,7 +365,7 @@ def test_overlay_image_1(): [[19, 20, 21, 255], [113, 114, 115, 255], [116, 117, 118, 255]], [[28, 29, 30, 255], [31, 32, 33, 255], [34, 35, 36, 255]] ]) - actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array() + actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array assert (expected_image_array == actual_image_array).all() def test_overlay_image_2(): @@ -388,7 +389,7 @@ def test_overlay_image_2(): [[107, 108, 109, 255], [110, 111, 112, 255], [25, 26, 27, 255]], [[113, 114, 115, 255], [116, 117, 118, 255], [34, 35, 36, 255]] ]) - actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array() + actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array assert (expected_image_array == actual_image_array).all() def test_overlay_image_3(): @@ -412,7 +413,7 @@ def test_overlay_image_3(): [[19, 20, 21, 255], [55, 56, 57, 255], [75, 76, 77, 255]], [[28, 29, 30, 255], [95, 96, 97, 255], [116, 117, 118, 255]] ]) - actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array() + actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array assert (expected_image_array == actual_image_array).all() def test_overlay_image_4(): @@ -436,7 +437,7 @@ def test_overlay_image_4(): [[90, 91, 91, 221], [116, 117, 118, 255], [25, 26, 27, 100]], [[28, 29, 30, 150], [31, 32, 33, 150], [34, 35, 36, 150]] ]) - actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array() + actual_image_array = F.overlay_image(image_a, image_b, bbox).image_array assert (expected_image_array == actual_image_array).all() def test_visibility_thresholding_1(): @@ -507,7 +508,7 @@ def test_visibility_thresholding_6(): patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 10) patch_bbox_3 = helper.generate_Patch(image), BBox(0, 0, 5, 5) patch_bbox_4 = helper.generate_Patch(image), BBox(0, 0, 5, 4) - patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 5, INF, 6) + patch_bbox_5 = helper.generate_Patch(image), OverflowBBox(-INF, 5, INF, 6) list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] visibility_threshold = 0.4 list_non_removal_patch_bbox = [patch_bbox_4, patch_bbox_5] @@ -522,7 +523,7 @@ def test_visibility_thresholding_7(): patch_bbox_2 = helper.generate_Patch(image), BBox(0, 0, 5, 10) patch_bbox_3 = helper.generate_Patch(image), BBox(0, 0, 5, 5) patch_bbox_4 = helper.generate_Patch(image), BBox(0, 0, 5, 4) - patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 5, INF, INF) + patch_bbox_5 = helper.generate_Patch(image), OverflowBBox(-INF, 5, INF, INF) list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] visibility_threshold = 0.4 list_non_removal_patch_bbox = [patch_bbox_4, patch_bbox_5] @@ -536,9 +537,9 @@ def test_visibility_thresholding_8(): patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 5, 5) patch_bbox_2 = helper.generate_Patch(image), BBox(5, 5, 10, 10) patch_bbox_3 = helper.generate_Patch(image), BBox(0, 5, 5, 15) - patch_bbox_4 = helper.generate_Patch(image), BBox(-5, -10, 5, 10) - patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 3, INF, 5) - patch_bbox_6 = helper.generate_Patch(image), BBox(INF, 0, INF, INF) + patch_bbox_4 = helper.generate_Patch(image), OverflowBBox(-5, -10, 5, 10) + patch_bbox_5 = helper.generate_Patch(image), OverflowBBox(-INF, 3, INF, 5) + patch_bbox_6 = helper.generate_Patch(image), OverflowBBox(INF, 0, INF, INF) list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] visibility_threshold = 0.4 list_non_removal_patch_bbox = [patch_bbox_4, patch_bbox_5, patch_bbox_6] @@ -552,9 +553,9 @@ def test_visibility_thresholding_9(): patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 5, 5) patch_bbox_2 = helper.generate_Patch(image), BBox(5, 5, 10, 10) patch_bbox_3 = helper.generate_Patch(image), BBox(0, 5, 5, 15) - patch_bbox_4 = helper.generate_Patch(image), BBox(-5, -10, 5, 10) - patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 3, INF, 5) - patch_bbox_6 = helper.generate_Patch(image), BBox(INF, 0, INF, INF) + patch_bbox_4 = helper.generate_Patch(image), OverflowBBox(-5, -10, 5, 10) + patch_bbox_5 = helper.generate_Patch(image), OverflowBBox(-INF, 3, INF, 5) + patch_bbox_6 = helper.generate_Patch(image), OverflowBBox(INF, 0, INF, INF) list_patch_bbox = [] visibility_threshold = 0.4 list_non_removal_patch_bbox = [patch_bbox_4, patch_bbox_5, patch_bbox_6] @@ -568,9 +569,9 @@ def test_visibility_thresholding_10(): patch_bbox_1 = helper.generate_Patch(image), BBox(0, 0, 5, 5) patch_bbox_2 = helper.generate_Patch(image), BBox(5, 5, 10, 10) patch_bbox_3 = helper.generate_Patch(image), BBox(0, 5, 5, 15) - patch_bbox_4 = helper.generate_Patch(image), BBox(-5, -10, 5, 10) - patch_bbox_5 = helper.generate_Patch(image), BBox(-INF, 3, INF, 5) - patch_bbox_6 = helper.generate_Patch(image), BBox(INF, 0, INF, INF) + patch_bbox_4 = helper.generate_Patch(image), OverflowBBox(-5, -10, 5, 10) + patch_bbox_5 = helper.generate_Patch(image), OverflowBBox(-INF, 3, INF, 5) + patch_bbox_6 = helper.generate_Patch(image), OverflowBBox(INF, 0, INF, INF) list_patch_bbox = [patch_bbox_1, patch_bbox_2, patch_bbox_3] visibility_threshold = 0.4 list_non_removal_patch_bbox = [] @@ -609,8 +610,8 @@ def test_get_negative_patch_1(): for patch in image_patch.patches: assert F.intersection_over_union(patch.bbox, negative_patch.bbox) <= iou_threshold assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME - assert negative_patch.width() > 0 and negative_patch.width() <= image_patch.image.width() - assert negative_patch.height() > 0 and negative_patch.height() <= image_patch.image.height() + assert negative_patch.width > 0 and negative_patch.width <= image_patch.image.width + assert negative_patch.height > 0 and negative_patch.height <= image_patch.image.height def test_get_negative_patch_2(): image_patch = helper.generate_ImagePatch() @@ -619,8 +620,8 @@ def test_get_negative_patch_2(): for patch in image_patch.patches: assert F.intersection_over_union(patch.bbox, negative_patch.bbox) <= iou_threshold assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME - assert negative_patch.width() > 0 and negative_patch.width() <= image_patch.image.width() - assert negative_patch.height() > 0 and negative_patch.height() <= image_patch.image.height() + assert negative_patch.width > 0 and negative_patch.width <= image_patch.image.width + assert negative_patch.height > 0 and negative_patch.height <= image_patch.image.height def test_get_negative_patch_3(): image_patch = helper.generate_ImagePatch() @@ -629,16 +630,16 @@ def test_get_negative_patch_3(): for patch in image_patch.patches: assert F.intersection_over_union(patch.bbox, negative_patch.bbox) <= iou_threshold assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME - assert negative_patch.width() > 0 and negative_patch.width() <= image_patch.image.width() - assert negative_patch.height() > 0 and negative_patch.height() <= image_patch.image.height() + assert negative_patch.width > 0 and negative_patch.width <= image_patch.image.width + assert negative_patch.height > 0 and negative_patch.height <= image_patch.image.height def test_get_negative_patch_4(): image = helper.generate_Image() iou_threshold = 0.5 negative_patch = F.get_negative_patch(image, iou_threshold) assert negative_patch.class_name == F.NEGATIVE_PATCH_CLASS_NAME - assert negative_patch.width() > 0 and negative_patch.width() <= image.width() - assert negative_patch.height() > 0 and negative_patch.height() <= image.height() + assert negative_patch.width > 0 and negative_patch.width <= image.width + assert negative_patch.height > 0 and negative_patch.height <= image.height def test_get_weighted_random_2d_1(): weight = np.array([ diff --git a/tests/test_utils/test_helper.py b/tests/test_utils/test_helper.py index ddd2ef6..bd3ce48 100644 --- a/tests/test_utils/test_helper.py +++ b/tests/test_utils/test_helper.py @@ -2,7 +2,7 @@ sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) from tests import helper -from patchmentation.utils import validator +from patchmentation.collections import BBox, Mask, EmptyMask, Image, Patch, ImagePatch, Dataset import numpy as np @@ -10,64 +10,93 @@ def test_generate_bbox_1(): width = 20 height = 1000 bbox = helper.generate_BBox(width, height) - validator.validate_BBox(bbox, width=width, height=height) + assert isinstance(bbox, BBox) + assert bbox.width <= width + assert bbox.height <= height def test_generate_bbox_2(): width = 1000 height = 20 bbox = helper.generate_BBox(width, height) - validator.validate_BBox(bbox, width=width, height=height) + assert isinstance(bbox, BBox) + assert bbox.width <= width + assert bbox.height <= height def test_generate_mask_1(): width = 100 height = 20 - image = helper.generate_Mask(width, height) - validator.validate_Mask(image, expected_width=width, expected_height=height) + mask = helper.generate_Mask(width, height) + assert isinstance(mask, Mask) + assert mask.shape == (height, width) def test_generate_mask_2(): width = 20 height = 100 - image = helper.generate_Mask(width, height) - validator.validate_Mask(image, expected_width=width, expected_height=height) + mask = helper.generate_Mask(width, height) + assert isinstance(mask, Mask) + assert mask.shape == (height, width) + +def test_generate_mask_empty_1(): + width = 100 + height = 20 + mask = helper.generate_Mask_Empty(width, height) + assert isinstance(mask, Mask) + assert mask == EmptyMask(width, height) + +def test_generate_mask_empty_2(): + width = 20 + height = 100 + mask = helper.generate_Mask_Empty(width, height) + assert isinstance(mask, Mask) + assert mask == EmptyMask(width, height) def test_generate_image_1(): width = 100 height = 20 image = helper.generate_Image(width, height) - validator.validate_Image(image, expected_width=width, expected_height=height, expected_channel=3) + assert isinstance(image, Image) + assert image.shape == (height, width, 4) + assert image.mask == EmptyMask(width, height) def test_generate_image_2(): width = 20 height = 100 image = helper.generate_Image(width, height) - validator.validate_Image(image, expected_width=width, expected_height=height, expected_channel=3) + assert isinstance(image, Image) + assert image.shape == (height, width, 4) + assert image.mask == EmptyMask(width, height) def test_generate_image_3(): width = 20 height = 100 mask = helper.generate_Mask(width, height) image = helper.generate_Image(width, height, mask) - validator.validate_Image(image, expected_width=width, expected_height=height, expected_channel=4) + assert isinstance(image, Image) + assert image.shape == (height, width, 4) + assert image.mask == mask def test_generate_image_4(): width = 20 height = 100 mask = True image = helper.generate_Image(width, height, mask) - validator.validate_Image(image, expected_width=width, expected_height=height, expected_channel=4) + assert isinstance(image, Image) + assert image.shape == (height, width, 4) + assert image.mask.shape == (height, width) def test_generate_patch(): image = helper.generate_Image() patch = helper.generate_Patch(image) - validator.validate_Patch(patch) + assert isinstance(patch, Patch) + assert patch.image == image def test_generate_imagePatch(): imagePatch = helper.generate_ImagePatch() - validator.validate_ImagePatch(imagePatch) + assert isinstance(imagePatch, ImagePatch) def test_generate_dataset(): dataset = helper.generate_Dataset() - validator.validate_Dataset(dataset) + assert isinstance(dataset, Dataset) def test_compare_float_equal_1(): float_1 = 0.1 + 0.2 diff --git a/tests/test_utils/test_loader.py b/tests/test_utils/test_loader.py index 192bf99..7db2c90 100644 --- a/tests/test_utils/test_loader.py +++ b/tests/test_utils/test_loader.py @@ -3,8 +3,9 @@ from tests import helper from patchmentation.utils import loader -from patchmentation.utils import validator -from patchmentation.collections import BBox +from patchmentation.collections import Dataset + +import numpy as np YOLO_FOLDER_IMAGES = 'dataset/sample_format_yolo/obj_train_data/' YOLO_FOLDER_ANNOTATIONS = 'dataset/sample_format_yolo/obj_train_data/' @@ -21,46 +22,69 @@ def test_save_load_image_array_1(): image_array = helper.generate_image_array() image = loader.save_image_array_temporary(image_array) reloaded_image_array = loader.load_image_array(image) - validator.validate_image_array(reloaded_image_array) - assert (reloaded_image_array == image_array).all() + assert reloaded_image_array.shape[:2] == image_array.shape[:2] + assert reloaded_image_array.shape[2] == 4 + assert reloaded_image_array.dtype == np.uint8 + assert (reloaded_image_array[:,:,:3] == image_array).all() + assert (reloaded_image_array[:,:,3] == 255).all() def test_save_load_image_array_2(): image_array = helper.generate_image_array() image = loader.save_image_array_temporary(image_array) reloaded_image_array = loader.load_image_array(image.path) - validator.validate_image_array(reloaded_image_array) - assert (reloaded_image_array == image_array).all() + assert reloaded_image_array.shape[:2] == image_array.shape[:2] + assert reloaded_image_array.shape[2] == 4 + assert reloaded_image_array.dtype == np.uint8 + assert (reloaded_image_array[:,:,:3] == image_array).all() + assert (reloaded_image_array[:,:,3] == 255).all() def test_save_load_image_array_3(): image_array = helper.generate_image_array() image = loader.save_image_array_temporary(image_array) reloaded_image = loader.load_image(image.path) reloaded_image_array = loader.load_image_array(reloaded_image) - validator.validate_image_array(reloaded_image_array) - assert (reloaded_image_array == image_array).all() + assert reloaded_image_array.shape[:2] == image_array.shape[:2] + assert reloaded_image_array.shape[2] == 4 + assert reloaded_image_array.dtype == np.uint8 + assert (reloaded_image_array[:,:,:3] == image_array).all() + assert (reloaded_image_array[:,:,3] == 255).all() def test_save_load_mask_image_array_1(): image_array = helper.generate_mask_image_array() mask = loader.save_mask_image_array_temporary(image_array) reloaded_image_array = loader.load_image_array(mask) - validator.validate_mask_image_array(reloaded_image_array) + assert len(reloaded_image_array.shape) == 2 + assert reloaded_image_array.shape == image_array.shape + assert reloaded_image_array.dtype == np.uint8 assert (reloaded_image_array == image_array).all() def test_save_load_mask_image_array_2(): image_array = helper.generate_image_array(channel=4) image = loader.save_image_array_temporary(image_array) reloaded_image_array = loader.load_image_array(image) - validator.validate_image_array(reloaded_image_array) + assert reloaded_image_array.shape[:2] == image_array.shape[:2] + assert reloaded_image_array.shape[2] == 4 + assert reloaded_image_array.dtype == np.uint8 assert (reloaded_image_array == image_array).all() def test_loader_yolo(): dataset = loader.load_yolo_dataset(YOLO_FOLDER_IMAGES, YOLO_FOLDER_ANNOTATIONS, YOLO_FILE_NAMES) - validator.validate_Dataset(dataset, check_image_bbox=True) + validate_dataset(dataset) def test_loader_coco(): dataset = loader.load_coco_dataset(COCO_FOLDER_IMAGES, COCO_FILE_ANNOTATIONS) - validator.validate_Dataset(dataset, check_image_bbox=True) + validate_dataset(dataset) def test_loader_pascal_voc(): dataset = loader.load_pascal_voc_dataset(PASCAL_VOC_FOLDER_IMAGES, PASCAL_VOC_FOLDER_ANNOTATIONS, PASCAL_VOC_FILE_IMAGESETS) - validator.validate_Dataset(dataset, check_image_bbox=True) + validate_dataset(dataset) + +_NCLASSES = 3 +_NIMAGES = 30 +_CLASSES = ['person', 'car', 'horse'] + +def validate_dataset(dataset: Dataset) -> None: + assert isinstance(dataset, Dataset) + assert len(dataset.classes) == _NCLASSES + assert helper.compare_unordered_list_equal(dataset.classes, _CLASSES) + assert len(dataset.image_patches) == _NIMAGES diff --git a/tests/test_utils/test_transform.py b/tests/test_utils/test_transform.py index 90552f1..df3c897 100644 --- a/tests/test_utils/test_transform.py +++ b/tests/test_utils/test_transform.py @@ -24,8 +24,8 @@ def test_resize_2(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 60 expected_image_height = 40 assert actual_image_width == expected_image_width @@ -41,8 +41,8 @@ def test_resize_3(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 20 expected_image_height = 60 assert actual_image_width == expected_image_width @@ -58,8 +58,8 @@ def test_resize_4(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 80 expected_image_height = 60 assert actual_image_width == expected_image_width @@ -75,8 +75,8 @@ def test_resize_5(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 80 expected_image_height = 160 assert actual_image_width == expected_image_width @@ -93,8 +93,8 @@ def test_resize_6(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 10 expected_image_height = 20 assert actual_image_width == expected_image_width @@ -111,8 +111,8 @@ def test_resize_7(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 40 expected_image_height = 20 assert actual_image_width == expected_image_width @@ -129,8 +129,8 @@ def test_resize_8(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 30 expected_image_height = 60 assert actual_image_width == expected_image_width @@ -147,8 +147,8 @@ def test_resize_9(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 100 expected_image_height = 60 assert actual_image_width == expected_image_width @@ -164,9 +164,9 @@ def test_resize_with_mask(): image_height = 40 image = helper.generate_Image(image_width, image_height, mask=True) resized_image = resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() - actual_image_channel = resized_image.channel() + actual_image_width = resized_image.width + actual_image_height = resized_image.height + actual_image_channel = resized_image.channel expected_image_width = 100 expected_image_height = 60 expected_image_channel = 4 @@ -184,8 +184,8 @@ def test_random_resize_1(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = random_resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] @@ -199,8 +199,8 @@ def test_random_resize_2(): image_height = 20 image = helper.generate_Image(image_width, image_height) resized_image = random_resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] @@ -214,8 +214,8 @@ def test_random_resize_3(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = random_resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert actual_image_height == image_height @@ -229,8 +229,8 @@ def test_random_resize_4(): image_height = 20 image = helper.generate_Image(image_width, image_height) resized_image = random_resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height assert actual_image_width == image_width assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] @@ -244,8 +244,8 @@ def test_random_resize_5(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = random_resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) @@ -259,8 +259,8 @@ def test_random_resize_6(): image_height = 20 image = helper.generate_Image(image_width, image_height) resized_image = random_resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] assert helper.compare_float_equal(image_width / image_height, actual_image_width / actual_image_height) @@ -274,8 +274,8 @@ def test_random_resize_7(): image_height = 40 image = helper.generate_Image(image_width, image_height) resized_image = random_resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height assert actual_image_width >= width_range[0] and actual_image_width <= width_range[1] assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.01) @@ -289,8 +289,8 @@ def test_random_resize_8(): image_height = 20 image = helper.generate_Image(image_width, image_height) resized_image = random_resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.01) @@ -311,9 +311,9 @@ def test_random_resize_with_mask(): image_height = 20 image = helper.generate_Image(image_width, image_height, mask=True) resized_image = random_resize(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() - actual_image_channel = resized_image.channel() + actual_image_width = resized_image.width + actual_image_height = resized_image.height + actual_image_channel = resized_image.channel expected_image_channel = 4 assert actual_image_height >= height_range[0] and actual_image_height <= height_range[1] assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.01) @@ -336,8 +336,8 @@ def test_scale_2(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 60 expected_image_height = 60 assert actual_image_width == expected_image_width @@ -353,8 +353,8 @@ def test_scale_3(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 40 expected_image_height = 24 assert actual_image_width == expected_image_width @@ -370,8 +370,8 @@ def test_scale_4(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 32 expected_image_height = 72 assert actual_image_width == expected_image_width @@ -387,8 +387,8 @@ def test_scale_5(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 80 expected_image_height = 30 assert actual_image_width == expected_image_width @@ -404,8 +404,8 @@ def test_scale_6(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 32 expected_image_height = 48 assert actual_image_width == expected_image_width @@ -422,8 +422,8 @@ def test_scale_7(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 20 expected_image_height = 30 assert actual_image_width == expected_image_width @@ -440,8 +440,8 @@ def test_scale_8(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 15 expected_image_height = 30 assert actual_image_width == expected_image_width @@ -458,8 +458,8 @@ def test_scale_9(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height expected_image_width = 60 expected_image_height = 20 assert actual_image_width == expected_image_width @@ -476,9 +476,9 @@ def test_scale_with_mask(): image_height = 60 image = helper.generate_Image(image_width, image_height, mask=True) resized_image = scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() - actual_image_channel = resized_image.channel() + actual_image_width = resized_image.width + actual_image_height = resized_image.height + actual_image_channel = resized_image.channel expected_image_width = 60 expected_image_height = 20 expected_image_channel = 4 @@ -504,8 +504,8 @@ def test_random_scale_2(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = random_scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height expected_image_height = 60 @@ -523,8 +523,8 @@ def test_random_scale_3(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = random_scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height expected_image_width = 40 @@ -542,8 +542,8 @@ def test_random_scale_4(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = random_scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] @@ -559,8 +559,8 @@ def test_random_scale_5(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = random_scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] @@ -576,8 +576,8 @@ def test_random_scale_6(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = random_scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] @@ -593,8 +593,8 @@ def test_random_scale_7(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = random_scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_width_scale >= scale_width_range[0] and actual_image_width_scale <= scale_width_range[1] @@ -610,8 +610,8 @@ def test_random_scale_8(): image_height = 60 image = helper.generate_Image(image_width, image_height) resized_image = random_scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] @@ -627,11 +627,11 @@ def test_random_scale_with_mask(): image_height = 60 image = helper.generate_Image(image_width, image_height, mask=True) resized_image = random_scale(image) - actual_image_width = resized_image.width() - actual_image_height = resized_image.height() + actual_image_width = resized_image.width + actual_image_height = resized_image.height actual_image_width_scale = actual_image_width / image_width actual_image_height_scale = actual_image_height / image_height - actual_image_channel = resized_image.channel() + actual_image_channel = resized_image.channel expected_image_channel = 4 assert actual_image_height_scale >= scale_height_range[0] and actual_image_height_scale <= scale_height_range[1] assert helper.compare_float_equal(aspect_ratio[0] / aspect_ratio[1], actual_image_width / actual_image_height, epsilon=0.1) @@ -641,8 +641,8 @@ def test_grayscale(): grayscale = transform.Grayscale() image = helper.generate_Image() grayscale_image = grayscale(image) - actual_channel = grayscale_image.channel() - expected_channel = 3 + actual_channel = grayscale_image.channel + expected_channel = 4 assert helper.check_grayscale(grayscale_image) assert actual_channel == expected_channel @@ -650,7 +650,7 @@ def test_grayscale_with_mask(): grayscale = transform.Grayscale() image = helper.generate_Image(mask=True) grayscale_image = grayscale(image) - actual_channel = grayscale_image.channel() + actual_channel = grayscale_image.channel expected_channel = 4 assert helper.check_grayscale(grayscale_image) assert actual_channel == expected_channel @@ -720,7 +720,7 @@ def test_softedge_1(): [ 19, 50, 69, 50, 19] ]) assert softedge_image.path == image.path - assert (softedge_image.get_mask().image_array() == expected_softedge_mask_image_array).all() + assert (softedge_image.mask.image_array == expected_softedge_mask_image_array).all() def test_softedge_2(): kernel_size = 5 @@ -739,7 +739,7 @@ def test_softedge_2(): [ 0, 1, 2, 1, 0] ]) assert softedge_image.path == image.path - assert (softedge_image.get_mask().image_array() == expected_softedge_mask_image_array).all() + assert (softedge_image.mask.image_array == expected_softedge_mask_image_array).all() def test_hardedge(): width = 5 @@ -753,4 +753,4 @@ def test_hardedge(): [255, 255, 255, 255, 255] ]) assert hardedge_image.path == image.path - assert (hardedge_image.get_mask().image_array() == expected_hardedge_mask_image_array).all() + assert (hardedge_image.mask.image_array == expected_hardedge_mask_image_array).all() From faa13920bd2fb59deae154b17bad598bd52979c3 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 4 Dec 2022 17:15:59 +0700 Subject: [PATCH 103/116] remove validator --- patchmentation/utils/__init__.py | 1 - patchmentation/utils/validator.py | 161 ------------------------------ 2 files changed, 162 deletions(-) delete mode 100644 patchmentation/utils/validator.py diff --git a/patchmentation/utils/__init__.py b/patchmentation/utils/__init__.py index 9ce475b..d0090f6 100644 --- a/patchmentation/utils/__init__.py +++ b/patchmentation/utils/__init__.py @@ -1,6 +1,5 @@ from . import loader from . import functional -from . import validator from . import transform from . import filter from . import converter diff --git a/patchmentation/utils/validator.py b/patchmentation/utils/validator.py deleted file mode 100644 index daba686..0000000 --- a/patchmentation/utils/validator.py +++ /dev/null @@ -1,161 +0,0 @@ -from patchmentation.collections import BBox, Mask, Image, Patch, ImagePatch, Dataset - -import os -import numpy as np -from typing import List, Tuple, Union, Callable -from inspect import signature - -def _kwargs(kwargs, func: Callable, var: str, delete: bool = True): - value = kwargs.get(var, signature(func).parameters[var].default) - if var in kwargs.keys() and delete: - del kwargs[var] - return value - -def validate(collection: Union[np.ndarray, BBox, Image, Patch, ImagePatch, Dataset], **kwargs): - if isinstance(collection, BBox): - validate_BBox(collection, **kwargs) - elif isinstance(collection, Image): - validate_Image(collection, **kwargs) - elif isinstance(collection, Patch): - validate_Patch(collection, **kwargs) - elif isinstance(collection, ImagePatch): - validate_ImagePatch(collection, **kwargs) - elif isinstance(collection, Dataset): - validate_Dataset(collection, **kwargs) - else: - raise TypeError - -def validate_BBox(bbox: BBox, **kwargs): - xmin, ymin, xmax, ymax = bbox - assert xmin <= xmax, f'Expected xmin <= xmax, but got xmin {xmin} xmax {xmax}' - assert ymin <= ymax, f'Expected ymin <= ymax, but got ymin {ymin} ymax {ymax}' - assert xmin >= 0, f'Expected xmin >= 0, but got xmin {xmin}' - assert ymin >= 0, f'Expected ymin >= 0, but got ymin {ymin}' - width = kwargs.get('width', None) - if width is not None: - assert xmax <= width, f'Expected xmax <= width, but got xmax {xmax} width {width}' - height = kwargs.get('height', None) - if height is not None: - assert ymax <= height, f'Expected ymax <= height, but got ymax {ymax} height {height}' - -def validate_Mask(mask: Mask, check_image_array: bool = True, **kwargs): - path = mask.path - validate_image_path(path) - if check_image_array: - mask_image_array = mask.image_array() - check_value = _kwargs(kwargs, validate_image_array, 'check_value') - check_shape = _kwargs(kwargs, validate_image_array, 'check_shape') - validate_mask_image_array(mask_image_array, check_shape, check_value, **kwargs) - -def validate_Image(image: Image, check_image_array: bool = True, **kwargs): - path = image.path - validate_image_path(path) - mask = image.mask - if mask is not None: - validate_Mask(mask, check_image_array=False, **kwargs) - if check_image_array: - image_array = image.image_array() - check_value = _kwargs(kwargs, validate_image_array, 'check_value') - check_shape = _kwargs(kwargs, validate_image_array, 'check_shape') - validate_image_array(image_array, check_shape, check_value, **kwargs) - -def validate_Patch(patch: Patch, check_image_bbox: bool = True, **kwargs): - image, bbox, class_name = patch - check_image_array = _kwargs(kwargs, validate_Image, 'check_image_array') - validate_Image(image, check_image_array, **kwargs) - if check_image_bbox: - kwargs['height'], kwargs['width'], _ = image.shape() - validate_BBox(bbox, **kwargs) - classes = _kwargs(kwargs, validate_class_name, 'classes') - validate_class_name(class_name, classes) - -def validate_ImagePatch(image_patch: ImagePatch, **kwargs): - image, patches = image_patch - check_image_array = _kwargs(kwargs, validate_Image, 'check_image_array') - validate_Image(image, check_image_array, **kwargs) - for i, patch in enumerate(patches): - assert patch.image is image, f'Expected all image in patches reference same image in image_patch, but got patches[{i}].image {patch.image} image_patch.image {image}' - check_image_bbox = _kwargs(kwargs, validate_patches, 'check_image_bbox') - validate_patches(patches, check_image_bbox, **kwargs) - -def validate_Dataset(dataset: Dataset, **kwargs): - image_patches, classes = dataset - kwargs['classes'] = classes - validate_image_patches(image_patches, **kwargs) - validate_classes(classes) - -def validate_image_path(path: str): - assert path.endswith(('.jpg', '.png')), f'Expected image path ends with .jpg or .png, but got path {path}' - assert os.path.exists(path), f'Expected path exists, but got path {path} not exists' - -def validate_mask_image_array(mask_image_array: np.ndarray, check_shape: bool = True, check_value: bool = False, **kwargs): - assert mask_image_array.dtype == np.uint8, f'Expected mask_image_array.dtype == np.uint8, but got mask_image_array.dtype {mask_image_array.dtype}' - if check_shape: - shape = mask_image_array.shape - validate_mask_image_array_shape(shape, **kwargs) - if check_value: - validate_image_array_value(mask_image_array) - -def validate_image_array(image_array: np.ndarray, check_shape: bool = True, check_value: bool = False, **kwargs): - assert image_array.dtype == np.uint8, f'Expected image_array.dtype == np.uint8, but got image_array.dtype {image_array.dtype}' - if check_shape: - shape = image_array.shape - validate_image_array_shape(shape, **kwargs) - if check_value: - validate_image_array_value(image_array) - -def validate_mask_image_array_shape(shape: Tuple[int, int], **kwargs): - height, width = shape - assert height >= 0, f'Expected height >= 0, but got height {height}' - assert width >= 0, f'Expected width >= 0, but got width {width}' - expected_width = kwargs.get('expected_width', None) - if expected_width is not None: - assert width == expected_width, f'Expected width is {expected_width}, but got height {width}' - expected_height = kwargs.get('expected_height', None) - if expected_height is not None: - assert height == expected_height, f'Expected height is {expected_height}, but got height {height}' - -def validate_image_array_shape(shape: Tuple[int, int, int], **kwargs): - height, width, channel = shape - assert height >= 0, f'Expected height >= 0, but got height {height}' - assert width >= 0, f'Expected width >= 0, but got width {width}' - assert channel == 3 or channel == 4, f'Expected channel == 3 or channel == 4, but got channel {channel}{" [Grayscale image (channel == 1) is not supported, please convert to 3 channels]"if channel == 1 else ""}' - expected_width = kwargs.get('expected_width', None) - if expected_width is not None: - assert width == expected_width, f'Expected width is {expected_width}, but got height {width}' - expected_height = kwargs.get('expected_height', None) - if expected_height is not None: - assert height == expected_height, f'Expected height is {expected_height}, but got height {height}' - expected_channel = kwargs.get('expected_channel', None) - if expected_channel is not None: - assert channel == expected_channel, f'Expected channel is {expected_channel}, but got channel {channel}' - -def validate_image_array_value(image_array: np.ndarray): - if isinstance(image_array, np.uint8): - validate_pixel(image_array) - elif isinstance(image_array, np.ndarray): - for array in image_array: - validate_image_array(array) - else: - raise TypeError(f'Received unexpected type {type(image_array)}') - -def validate_pixel(pixel: int): - assert pixel >= 0 and pixel <= 255, f'Expected pixel >= 0 and pixel <= 255, but got pixel {pixel}' - -def validate_class_name(class_name: str, classes: List[str] = None): - assert class_name != '', f'Expected class_name is not empty string, but got class_name {class_name}' - if classes is not None: - assert class_name in classes, f'Expected class_name is in classes, but got class_name {class_name} classes {classes}' - -def validate_classes(classes: List[str], **kwargs): - assert len(list(classes)) == len(set(classes)), f'Expected classes contains unique class_name. but got classes {classes}' - for class_name in classes: - validate_class_name(class_name) - -def validate_patches(patches: List[Patch], check_image_bbox: bool = True, **kwargs): - for patch in patches: - validate_Patch(patch, check_image_bbox, **kwargs) - -def validate_image_patches(image_patches: List[ImagePatch], **kwargs): - for image_patch in image_patches: - validate_ImagePatch(image_patch, **kwargs) From 8175a028c4b77208bd8e7c6aba9f015f24c39c5d Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 4 Dec 2022 18:13:42 +0700 Subject: [PATCH 104/116] add imread caching --- patchmentation/collections/image.py | 3 ++- patchmentation/collections/mask.py | 3 ++- patchmentation/utils/loader.py | 17 +++++++++++++++++ 3 files changed, 21 insertions(+), 2 deletions(-) diff --git a/patchmentation/collections/image.py b/patchmentation/collections/image.py index 2c442a0..0010175 100644 --- a/patchmentation/collections/image.py +++ b/patchmentation/collections/image.py @@ -78,7 +78,8 @@ def channel(self) -> int: @property def image_array_without_mask(self) -> np.ndarray: - array = cv2.imread(self.path) + from patchmentation.utils.loader import _imread + array = _imread(self.path) return array @cached_property diff --git a/patchmentation/collections/mask.py b/patchmentation/collections/mask.py index f72b618..b878758 100644 --- a/patchmentation/collections/mask.py +++ b/patchmentation/collections/mask.py @@ -26,7 +26,8 @@ def path(self, value: str): @property def image_array(self) -> np.ndarray: - return cv2.imread(self.path, cv2.IMREAD_GRAYSCALE) + from patchmentation.utils.loader import _imread + return _imread(self.path, cv2.IMREAD_GRAYSCALE) @cached_property def shape(self) -> Tuple[int, int]: diff --git a/patchmentation/utils/loader.py b/patchmentation/utils/loader.py index f08809d..6e3ee1b 100644 --- a/patchmentation/utils/loader.py +++ b/patchmentation/utils/loader.py @@ -5,12 +5,29 @@ import numpy as np import tempfile import json +import functools import xml.etree.ElementTree as ET from typing import Dict, List, Union, Tuple +from copy import deepcopy temporary_folder = tempfile.TemporaryDirectory() ATTR_TEMPORARY_FILE = 'temporary_file' +def copying_lru_cache(maxsize=128, typed=False): + def decorator(f): + cached_func = functools.lru_cache(maxsize, typed)(f) + @functools.wraps(f) + def wrapper(*args, **kwargs): + return deepcopy(cached_func(*args, **kwargs)) + return wrapper + return decorator + +@copying_lru_cache(maxsize=128) +def _imread(path: str, flags: int = None) -> np.ndarray: + if flags is None: + return cv2.imread(path) + return cv2.imread(path, flags) + def load_image_array(image: Union[str, Image, ImagePatch, Mask, EmptyMask]) -> np.ndarray: if isinstance(image, str): return Image(image).image_array From a048047648e76944c76cf06daedf595e2aec88d9 Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 4 Dec 2022 18:23:11 +0700 Subject: [PATCH 105/116] fix image_patch image_array --- patchmentation/collections/image_patch.py | 1 - tests/test_collections/test_image_patch.py | 9 ++++++++- 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/patchmentation/collections/image_patch.py b/patchmentation/collections/image_patch.py index 0ac7ffe..e3afff4 100644 --- a/patchmentation/collections/image_patch.py +++ b/patchmentation/collections/image_patch.py @@ -38,7 +38,6 @@ def patches(self, value: List[Patch]): raise ValueError(f'all patch image must equal to image-patch image, but got patch image {patch.image}, image-patch image {self.image}') self._patches = value - @property def image_array(self, classes: List[str] = None, **kwargs) -> np.ndarray: rectangle_color = kwargs.get('rectangle_color', (255, 0, 0, 255)) rectangle_thickness = kwargs.get('rectangle_thickness', 1) diff --git a/tests/test_collections/test_image_patch.py b/tests/test_collections/test_image_patch.py index f688406..1420b18 100644 --- a/tests/test_collections/test_image_patch.py +++ b/tests/test_collections/test_image_patch.py @@ -22,6 +22,13 @@ def test_image_patch(): def test_image_patch_image_array(): image_patch = helper.generate_ImagePatch() - image_array = image_patch.image_array + image_array = image_patch.image_array() assert image_array.shape == (image_patch.height, image_patch.width, 4) assert image_array.dtype == np.uint8 + +def test_image_patch_image_array_with_classes(): + classes = helper.generate_classes(5) + image_patch = helper.generate_ImagePatch(classes) + image_array = image_patch.image_array(classes[:3]) + assert image_array.shape == (image_patch.height, image_patch.width, 4) + assert image_array.dtype == np.uint8 \ No newline at end of file From 953d26d38c20ef08049fb45284eb3eaf0779f34b Mon Sep 17 00:00:00 2001 From: William Justin Date: Sun, 4 Dec 2022 18:46:22 +0700 Subject: [PATCH 106/116] add dataset caching --- Streamlit/section.py | 19 ++++++++++++++++++- 1 file changed, 18 insertions(+), 1 deletion(-) diff --git a/Streamlit/section.py b/Streamlit/section.py index c49a331..1cf81a0 100644 --- a/Streamlit/section.py +++ b/Streamlit/section.py @@ -14,6 +14,7 @@ import numpy as np import random from typing import List, Tuple, Union, Dict, Any +from functools import lru_cache SAMPLE_FOLDER_IMAGES = 'dataset/sample_patchmentation/source/obj_train_data/' SAMPLE_FOLDER_ANNOTATIONS = 'dataset/sample_patchmentation/source/obj_train_data/' @@ -99,17 +100,29 @@ def dataset_sample(key: str) -> Dataset: folder_images = st.text_input('Path to YOLO Images', SAMPLE_FOLDER_IMAGES, disabled=True, key=f'{key}-sample-folder_images') folder_annotations = st.text_input('Path to YOLO Annotations', SAMPLE_FOLDER_ANNOTATIONS, disabled=True, key=f'{key}-sample-folder_annotations') file_names = st.text_input('Path to YOLO Names', SAMPLE_FILE_NAMES, disabled=True, key=f'{key}-sample-file_names') + return load_yolo_dataset(folder_images, folder_annotations, file_names) + +@lru_cache(maxsize=1) +def load_yolo_dataset(folder_images, folder_annotations, file_names) -> Dataset: return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) - + def dataset_yolo(key: str) -> Dataset: folder_images = st.text_input('Path to YOLO Images', YOLO_FOLDER_IMAGES, key=f'{key}-yolo-folder_images') folder_annotations = st.text_input('Path to YOLO Annotations', YOLO_FOLDER_ANNOTATIONS, key=f'{key}-yolo-folder_annotations') file_names = st.text_input('Path to YOLO Names', YOLO_FILE_NAMES, key=f'{key}-yolo-file_names') + return load_yolo_dataset(folder_images, folder_annotations, file_names) + +@lru_cache(maxsize=1) +def load_yolo_dataset(folder_images: str, folder_annotations: str, file_names: str) -> Dataset: return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) def dataset_coco(key: str) -> Dataset: folder_images = st.text_input('Path to COCO Images', COCO_FOLDER_IMAGES, key=f'{key}-coco-folder_images') file_annotations = st.text_input('Path to COCO Annotations', COCO_FILE_ANNOTATIONS, key=f'{key}-coco-file_annotations') + return load_coco_dataset(folder_images, file_annotations) + +@lru_cache(maxsize=1) +def load_coco_dataset(folder_images: str, file_annotations: str) -> Dataset: return loader.load_coco_dataset(folder_images, file_annotations) def dataset_pascal_voc(key: str) -> Dataset: @@ -178,6 +191,10 @@ def _dataset_pascal_voc(default_folder_images: str, default_folder_annotations: folder_images = st.text_input('Path to Pascal VOC Images', default_folder_images, disabled=disabled, key=f'{key}-pascal-voc-folder_images') folder_annotations = st.text_input('Path to Pascal VOC Annotations', default_folder_annotations, disabled=disabled, key=f'{key}-pascal-voc-folder_annotations') file_imagesets = st.text_input('Path to Pascal VOC Image Sets', default_file_imagesets, disabled=disabled, key=f'{key}-pascal-voc-file_imagesets') + return load_pascal_voc_dataset(folder_images, folder_annotations, file_imagesets) + +@lru_cache(maxsize=1) +def load_pascal_voc_dataset(folder_images: str, folder_annotations, file_imagesets) -> Dataset: return loader.load_pascal_voc_dataset(folder_images, folder_annotations, file_imagesets) def background_image(key: str) -> Image: From 9d5cf35e9adb3909ff90996b93a3546104797b62 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 12:34:47 +0700 Subject: [PATCH 107/116] remove duplicate load_yolo_dataset --- Streamlit/section.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/Streamlit/section.py b/Streamlit/section.py index 1cf81a0..52a79b1 100644 --- a/Streamlit/section.py +++ b/Streamlit/section.py @@ -102,10 +102,6 @@ def dataset_sample(key: str) -> Dataset: file_names = st.text_input('Path to YOLO Names', SAMPLE_FILE_NAMES, disabled=True, key=f'{key}-sample-file_names') return load_yolo_dataset(folder_images, folder_annotations, file_names) -@lru_cache(maxsize=1) -def load_yolo_dataset(folder_images, folder_annotations, file_names) -> Dataset: - return loader.load_yolo_dataset(folder_images, folder_annotations, file_names) - def dataset_yolo(key: str) -> Dataset: folder_images = st.text_input('Path to YOLO Images', YOLO_FOLDER_IMAGES, key=f'{key}-yolo-folder_images') folder_annotations = st.text_input('Path to YOLO Annotations', YOLO_FOLDER_ANNOTATIONS, key=f'{key}-yolo-folder_annotations') From e9eb0a62644df36596e770bd356b62febde89062 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 16:23:41 +0700 Subject: [PATCH 108/116] add test --- tests/test_collections/test_image.py | 54 +++++++++++++++++++++- tests/test_collections/test_image_patch.py | 19 +++++++- tests/test_collections/test_patch.py | 27 ++++++++++- tests/test_utils/test_loader.py | 10 ++++ 4 files changed, 106 insertions(+), 4 deletions(-) diff --git a/tests/test_collections/test_image.py b/tests/test_collections/test_image.py index dcd2393..762def7 100644 --- a/tests/test_collections/test_image.py +++ b/tests/test_collections/test_image.py @@ -2,6 +2,7 @@ sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) import numpy as np +import pytest from patchmentation.collections import Image from tests import helper @@ -23,9 +24,16 @@ def test_image_image_array(): assert image.width == width assert image.height == height assert image.channel == 4 + assert image.shape_without_mask == (height, width, 3) + assert image.width_without_mask == width + assert image.height_without_mask == height + assert image.channel_without_mask == 3 image_array = image.image_array assert image_array.shape == (height, width, 4) assert image_array.dtype == np.uint8 + image_array = image.image_array_without_mask + assert image_array.shape == (height, width, 3) + assert image_array.dtype == np.uint8 def test_image_image_array_no_mask(): width = 10 @@ -35,10 +43,17 @@ def test_image_image_array_no_mask(): assert image.width == width assert image.height == height assert image.channel == 4 + assert image.shape_without_mask == (height, width, 3) + assert image.width_without_mask == width + assert image.height_without_mask == height + assert image.channel_without_mask == 3 image_array = image.image_array assert image_array.shape == (height, width, 4) assert image_array.dtype == np.uint8 assert (image_array[:, :, 3] == 255).all() + image_array = image.image_array_without_mask + assert image_array.shape == (height, width, 3) + assert image_array.dtype == np.uint8 def test_image_shape_cache_clear(): width1, height1 = 10, 20 @@ -52,4 +67,41 @@ def test_image_shape_cache_clear(): image.path = image2.path assert image.width == width2 assert image.height == height2 - \ No newline at end of file + +def test_image_error_path_1(): + width1, height1 = 10, 20 + image1 = helper.generate_Image(width1, height1) + width2, height2 = 20, 10 + image2 = helper.generate_Image(width2, height2) + image = Image(image1.path) + assert image.mask.width == width1 + assert image.mask.height == height1 + with pytest.raises(ValueError): + image.path = image2.path + +def test_image_error_path_2(): + width1, height1 = 10, 20 + image1 = helper.generate_Image(width1, height1) + width2, height2 = 10, 10 + image2 = helper.generate_Image(width2, height2) + image = Image(image1.path) + assert image.mask.width == width1 + assert image.mask.height == height1 + with pytest.raises(ValueError): + image.path = image2.path + +def test_image_error_mask_1(): + width1, height1 = 10, 20 + image1 = helper.generate_Image(width1, height1) + width2, height2 = 20, 10 + mask = helper.generate_Mask(width2, height2) + with pytest.raises(ValueError): + image = Image(image1.path, mask) + +def test_image_error_mask_2(): + width1, height1 = 10, 20 + image1 = helper.generate_Image(width1, height1) + width2, height2 = 10, 10 + mask = helper.generate_Mask(width2, height2) + with pytest.raises(ValueError): + image = Image(image1.path, mask) diff --git a/tests/test_collections/test_image_patch.py b/tests/test_collections/test_image_patch.py index 1420b18..897f630 100644 --- a/tests/test_collections/test_image_patch.py +++ b/tests/test_collections/test_image_patch.py @@ -5,6 +5,7 @@ from tests import helper import numpy as np +import pytest def test_image_patch(): image = helper.generate_Image() @@ -31,4 +32,20 @@ def test_image_patch_image_array_with_classes(): image_patch = helper.generate_ImagePatch(classes) image_array = image_patch.image_array(classes[:3]) assert image_array.shape == (image_patch.height, image_patch.width, 4) - assert image_array.dtype == np.uint8 \ No newline at end of file + assert image_array.dtype == np.uint8 + +def test_image_patch_patches_none(): + image = helper.generate_Image() + image_patch = ImagePatch(image, None) + assert image_patch.image is image + assert image_patch.patches == [] + +def test_image_patch_patches_error(): + image1 = helper.generate_Image() + patches1 = helper.generate_patches(image1) + image2 = helper.generate_Image() + patches2 = helper.generate_patches(image2) + assert image1.path != image2.path + with pytest.raises(ValueError): + image_patch = ImagePatch(image1, patches1 + patches2) + \ No newline at end of file diff --git a/tests/test_collections/test_patch.py b/tests/test_collections/test_patch.py index 0b2bcdc..1727014 100644 --- a/tests/test_collections/test_patch.py +++ b/tests/test_collections/test_patch.py @@ -5,6 +5,7 @@ from tests import helper import numpy as np +import pytest def test_patch(): image = helper.generate_Image() @@ -42,9 +43,31 @@ def test_patch_shape_cache_clear(): assert patch.height == bbox1.height assert patch.channel == 4 bbox2 = BBox(4, 1, 6, 15) - patch = Patch(image, bbox2, None) + patch.bbox = bbox2 assert patch.shape == (bbox2.height, bbox2.width, 4) assert patch.width == bbox2.width assert patch.height == bbox2.height assert patch.channel == 4 - \ No newline at end of file + +def test_patch_error_bbox(): + width = 10 + height = 20 + image = helper.generate_Image(width, height, True) + Patch(image, BBox(0, 0, width, height), None) + with pytest.raises(ValueError): + Patch(image, BBox(0, 0, width+1, height), None) + with pytest.raises(ValueError): + Patch(image, BBox(0, 0, width, height+1), None) + +def test_patch_error_image(): + width = 10 + height = 20 + patch = Patch(None, BBox(0, 0, width, height), None) + image = helper.generate_Image(width, height, True) + patch.image = image + with pytest.raises(ValueError): + image = helper.generate_Image(width-1, height, True) + patch.image = image + with pytest.raises(ValueError): + image = helper.generate_Image(width, height-1, True) + patch.image = image \ No newline at end of file diff --git a/tests/test_utils/test_loader.py b/tests/test_utils/test_loader.py index 7db2c90..1288776 100644 --- a/tests/test_utils/test_loader.py +++ b/tests/test_utils/test_loader.py @@ -6,6 +6,7 @@ from patchmentation.collections import Dataset import numpy as np +import pytest YOLO_FOLDER_IMAGES = 'dataset/sample_format_yolo/obj_train_data/' YOLO_FOLDER_ANNOTATIONS = 'dataset/sample_format_yolo/obj_train_data/' @@ -67,6 +68,15 @@ def test_save_load_mask_image_array_2(): assert reloaded_image_array.dtype == np.uint8 assert (reloaded_image_array == image_array).all() +def test_save_image_array_error(): + image_array = helper.generate_image_array(channel=1) + with pytest.raises(TypeError): + loader.save_image_array(image_array, "") + +def test_load_image_array_error(): + with pytest.raises(TypeError): + loader.load_image_array(5) + def test_loader_yolo(): dataset = loader.load_yolo_dataset(YOLO_FOLDER_IMAGES, YOLO_FOLDER_ANNOTATIONS, YOLO_FILE_NAMES) validate_dataset(dataset) From 3bbcddd7365d3e63306f556494d9c88f5f230527 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 16:23:59 +0700 Subject: [PATCH 109/116] update .coveragerc --- .coveragerc | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.coveragerc b/.coveragerc index e3aa98d..83cd641 100644 --- a/.coveragerc +++ b/.coveragerc @@ -4,6 +4,6 @@ omit = */dist-packages/* */distutils/* tests/* - patchmentation/utils/validator.py + patchmentation/dataset.py disable_warnings = couldnt-parse From 514cb91fda6f6d3a8246c3d6d7c840e6aa69e137 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 16:28:37 +0700 Subject: [PATCH 110/116] fix test not throw error --- tests/test_collections/test_image_patch.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tests/test_collections/test_image_patch.py b/tests/test_collections/test_image_patch.py index 897f630..7057868 100644 --- a/tests/test_collections/test_image_patch.py +++ b/tests/test_collections/test_image_patch.py @@ -41,10 +41,10 @@ def test_image_patch_patches_none(): assert image_patch.patches == [] def test_image_patch_patches_error(): - image1 = helper.generate_Image() - patches1 = helper.generate_patches(image1) - image2 = helper.generate_Image() - patches2 = helper.generate_patches(image2) + image1 = helper.generate_Image(10, 20) + patches1 = helper.generate_patches(image1, number_of_patch=2) + image2 = helper.generate_Image(20, 10) + patches2 = helper.generate_patches(image2, number_of_patch=2) assert image1.path != image2.path with pytest.raises(ValueError): image_patch = ImagePatch(image1, patches1 + patches2) From 0132e13e15679554d5203796ab88c9f396fa46b5 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 16:58:51 +0700 Subject: [PATCH 111/116] add max_n_patches --- patchmentation/patchmentation.py | 6 +++++- tests/integration_test.py | 23 +++++++++++++++++++---- 2 files changed, 24 insertions(+), 5 deletions(-) diff --git a/patchmentation/patchmentation.py b/patchmentation/patchmentation.py index 1f787b3..10b545d 100644 --- a/patchmentation/patchmentation.py +++ b/patchmentation/patchmentation.py @@ -14,9 +14,13 @@ def patch_augmentation( visibility_threshold: float = 0.5, actions: List[Union[Transform, Filter]] = None, preserve_background_patch: bool = True, - patch_distribution: Union[np.ndarray, Mask] = None + patch_distribution: Union[np.ndarray, Mask] = None, + max_n_patches: int = 100 ) -> ImagePatch: + if max_n_patches < len(patches): + patches = random.sample(patches, k=max_n_patches) + background_patches = [] if isinstance(image, ImagePatch): diff --git a/tests/integration_test.py b/tests/integration_test.py index bb9d0ee..727ed2f 100644 --- a/tests/integration_test.py +++ b/tests/integration_test.py @@ -29,21 +29,36 @@ def test_patch_augmentation_1(): negative_patches.append(F.get_negative_patch(background_image, 0.5)) patches = dataset.image_patches[0].patches + dataset.image_patches[1].patches + dataset.image_patches[2].patches + negative_patches - image_patch = patch_augmentation(patches, background_image) + max_n_patches = 5 + + assert len(patches) > max_n_patches + image_patch = patch_augmentation(patches, background_image, max_n_patches=max_n_patches) assert isinstance(image_patch, ImagePatch) + assert len(image_patch.patches) <= max_n_patches def test_patch_augmentation_2(): dataset = loader.load_yolo_dataset(SAMPLE_PATCHMENTATION_FOLDER_IMAGES, SAMPLE_PATCHMENTATION_FOLDER_ANNOTATIONS, SAMPLE_PATCHMENTATION_FILE_NAMES) background_image = Image(SAMPLE_PATCHMENTATION_BACKGROUND_IMAGE_2) + max_n_patches = 3 + + expected_max_n_patches = 0 + max_n_patches patches = dataset.image_patches[0].patches - image_patch = patch_augmentation(patches, background_image) + image_patch = patch_augmentation(patches, background_image, max_n_patches=max_n_patches) + actual_n_patches = len(image_patch.patches) + assert actual_n_patches <= expected_max_n_patches + expected_max_n_patches = actual_n_patches + max_n_patches patches = dataset.image_patches[1].patches - image_patch = patch_augmentation(patches, image_patch) + image_patch = patch_augmentation(patches, image_patch, max_n_patches=max_n_patches) + actual_n_patches = len(image_patch.patches) + assert actual_n_patches <= expected_max_n_patches + expected_max_n_patches = actual_n_patches + max_n_patches patches = dataset.image_patches[2].patches - image_patch = patch_augmentation(patches, image_patch) + image_patch = patch_augmentation(patches, image_patch, max_n_patches=max_n_patches) + actual_n_patches = len(image_patch.patches) + assert actual_n_patches <= expected_max_n_patches assert isinstance(image_patch, ImagePatch) From 196ed2208ca64eec54ac247d54969acdd4867963 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 18:18:27 +0700 Subject: [PATCH 112/116] optimize hard edge mask --- patchmentation/utils/transform.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/patchmentation/utils/transform.py b/patchmentation/utils/transform.py index ec6e630..00f23ac 100644 --- a/patchmentation/utils/transform.py +++ b/patchmentation/utils/transform.py @@ -1,13 +1,12 @@ from abc import ABC, abstractmethod -import cv2 import numpy as np import random from typing import Tuple, Union from scipy.signal import convolve2d from copy import copy -from patchmentation.collections import Image +from patchmentation.collections import Image, EmptyMask from patchmentation.utils import functional as F from patchmentation.utils import loader @@ -184,8 +183,10 @@ def transform(self, image: Image) -> Image: @staticmethod def softedge(image: Image, kernel: np.ndarray) -> Image: kernel_height, kernel_width = kernel.shape - assert kernel_height % 2 == 1, f'Expected kernel_height is odd, but received kernel_height {kernel_height}' - assert kernel_width % 2 == 1, f'Expected kernel_width is odd, but received kernel_width {kernel_width}' + if kernel_height % 2 == 0: + raise ValueError(f'Expected kernel_height is odd, but received kernel_height {kernel_height}') + if kernel_width % 2 == 0: + raise ValueError(f'Expected kernel_width is odd, but received kernel_width {kernel_width}') mask_image_array = image.mask.image_array mask_height, mask_width = mask_image_array.shape pad_up = pad_down = int((kernel_height - 1) / 2) @@ -203,7 +204,6 @@ def __init__(self): pass def transform(self, image: Image) -> Image: - mask = loader.save_mask_image_array_temporary(np.full((image.height, image.width), 255, np.uint8)) result_image = copy(image) - result_image.mask = mask + result_image.mask = EmptyMask(image.width, image.height) return result_image From 0b73bff8e6f5fdfbca70620af232f064f3e237c7 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 18:20:04 +0700 Subject: [PATCH 113/116] add softedge test --- tests/test_utils/test_transform.py | 76 ++++++++++++++++++++++++++++++ 1 file changed, 76 insertions(+) diff --git a/tests/test_utils/test_transform.py b/tests/test_utils/test_transform.py index df3c897..2f48723 100644 --- a/tests/test_utils/test_transform.py +++ b/tests/test_utils/test_transform.py @@ -741,6 +741,82 @@ def test_softedge_2(): assert softedge_image.path == image.path assert (softedge_image.mask.image_array == expected_softedge_mask_image_array).all() +def test_softedge_3(): + kernel_size = 7 + sigma = 2.2 + softedge = transform.SoftEdge(kernel_size, sigma) + image = helper.generate_Image(10, 9) + softedge_image = softedge.transform(image) + expected_softedge_mask_image_array = np.array([ + [ 1, 4, 8, 12, 14, 14, 12, 8, 4, 1], + [ 4, 11, 21, 32, 38, 38, 32, 21, 11, 4], + [ 8, 21, 40, 61, 71, 71, 61, 40, 21, 8], + [ 10, 28, 52, 80, 93, 93, 80, 52, 28, 10], + [ 11, 31, 57, 87, 102, 102, 87, 57, 31, 11], + [ 10, 28, 52, 80, 93, 93, 80, 52, 28, 10], + [ 8, 21, 40, 61, 71, 71, 61, 40, 21, 8], + [ 4, 11, 21, 32, 38, 38, 32, 21, 11, 4], + [ 1, 4, 8, 12, 14, 14, 12, 8, 4, 1] + ]) + assert softedge_image.path == image.path + assert (softedge_image.mask.image_array == expected_softedge_mask_image_array).all() + +def test_softedge_4(): + kernel_size = 3 + sigma = 1.7 + softedge = transform.SoftEdge(kernel_size, sigma) + image = helper.generate_Image(8, 10) + softedge_image = softedge.transform(image) + expected_softedge_mask_image_array = np.array([ + [ 25, 54, 79, 79, 79, 79, 54, 25], + [ 54, 120, 175, 175, 175, 175, 120, 54], + [ 79, 175, 255, 255, 255, 255, 175, 79], + [ 79, 175, 255, 255, 255, 255, 175, 79], + [ 79, 175, 255, 255, 255, 255, 175, 79], + [ 79, 175, 255, 255, 255, 255, 175, 79], + [ 79, 175, 255, 255, 255, 255, 175, 79], + [ 79, 175, 255, 255, 255, 255, 175, 79], + [ 54, 120, 175, 175, 175, 175, 120, 54], + [ 25, 54, 79, 79, 79, 79, 54, 25] + ]) + assert softedge_image.path == image.path + assert (softedge_image.mask.image_array == expected_softedge_mask_image_array).all() + +def test_softedge_5(): + kernel_size = 9 + sigma = 3.3 + softedge = transform.SoftEdge(kernel_size, sigma) + image = helper.generate_Image(9, 13) + softedge_image = softedge.transform(image) + expected_softedge_mask_image_array = np.array([ + [ 1, 1, 2, 2, 2, 2, 2, 1, 1], + [ 2, 4, 5, 5, 6, 5, 5, 4, 2], + [ 5, 7, 8, 10, 10, 10, 8, 7, 5], + [ 7, 10, 13, 15, 15, 15, 13, 10, 7], + [10, 14, 17, 20, 21, 20, 17, 14, 10], + [11, 15, 19, 22, 23, 22, 19, 15, 11], + [11, 16, 20, 23, 24, 23, 20, 16, 11], + [11, 15, 19, 22, 23, 22, 19, 15, 11], + [10, 14, 17, 20, 21, 20, 17, 14, 10], + [ 7, 10, 13, 15, 15, 15, 13, 10, 7], + [ 5, 7, 8, 10, 10, 10, 8, 7, 5], + [ 2, 4, 5, 5, 6, 5, 5, 4, 2], + [ 1, 1, 2, 2, 2, 2, 2, 1, 1] + ]) + assert softedge_image.path == image.path + assert (softedge_image.mask.image_array == expected_softedge_mask_image_array).all() + +def test_softedge_error_kernel(): + kernel = np.random.rand(4, 5) + with pytest.raises(ValueError): + transform.SoftEdge.softedge(None, kernel) + kernel = np.random.rand(3, 4) + with pytest.raises(ValueError): + transform.SoftEdge.softedge(None, kernel) + kernel_size = 4 + with pytest.raises(ValueError): + transform.SoftEdge(kernel_size).transform(None) + def test_hardedge(): width = 5 height = 3 From 285062d3676925b040b89f167693d42c9bc7faea Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 18:48:22 +0700 Subject: [PATCH 114/116] max_n_patches --- Streamlit/page.py | 2 +- Streamlit/section.py | 13 +++++++++++-- 2 files changed, 12 insertions(+), 3 deletions(-) diff --git a/Streamlit/page.py b/Streamlit/page.py index edaf4b2..7517470 100644 --- a/Streamlit/page.py +++ b/Streamlit/page.py @@ -31,6 +31,6 @@ def patchmentation(key: str = 'page-patchmentation'): if shuffle: random.shuffle(patches) - result_image_patch = patch_augmentation(patches, background_image, conf.get('visibility_threshold', 0.5), actions) + result_image_patch = patch_augmentation(patches, background_image, conf.get('visibility_threshold', 0.5), actions, max_n_patches=conf.get('max_n_patches', 100)) section.display_image_patch(result_image_patch, key=f'{key}-display_result_image_patch') section.refresh_button(key=f'{key}-refresh') \ No newline at end of file diff --git a/Streamlit/section.py b/Streamlit/section.py index 52a79b1..7bd037a 100644 --- a/Streamlit/section.py +++ b/Streamlit/section.py @@ -607,8 +607,17 @@ def input_comparator(key: str) -> Comparator: def patchmentation_configuration(key: str) -> Dict[str, Any]: st.subheader('Configuration') conf = dict() - visibility_threshold = st.number_input('Visibility Threshold', min_value=0.0, max_value=1.0, value=0.5, step=0.05, key=f'{key}-visibility-threshold') - conf['visibility_threshold'] = visibility_threshold + + col = st.columns([1, 1]) + + with col[0]: + visibility_threshold = st.number_input('Visibility Threshold', min_value=0.0, max_value=1.0, value=0.5, step=0.05, key=f'{key}-visibility-threshold') + conf['visibility_threshold'] = visibility_threshold + + with col[1]: + max_n_patches = st.number_input('Max. Number of Patches', min_value=0, value=100, step=5, key=f'{key}-max-n-patch') + conf['max_n_patches'] = max_n_patches + return conf def refresh_button(key: str) -> None: From 5e69a29053b6779775aa025bdf0803f386fe1493 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 19:02:58 +0700 Subject: [PATCH 115/116] bump version to 0.1.0 --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index a8a090e..612250d 100644 --- a/setup.py +++ b/setup.py @@ -1,6 +1,6 @@ import setuptools -version = '0.0.2' +version = '0.1.0' def parse_version(version): _version = version.split('.') From 31ea380cbb0308411db1586c89d0e65585ebac08 Mon Sep 17 00:00:00 2001 From: William Justin Date: Mon, 5 Dec 2022 19:03:35 +0700 Subject: [PATCH 116/116] remove cache after deploy --- deploy.sh | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/deploy.sh b/deploy.sh index e7e2b16..5dff66f 100755 --- a/deploy.sh +++ b/deploy.sh @@ -24,3 +24,10 @@ else echo "No arguments are given. [Provide \"PyPI\" to upload to PyPI or \"Test PyPI\" to upload to Test PyPI]" echo "Upload failed." fi + +# remove caches +echo "Removing caches..." +sudo rm -rf build/ +sudo rm -rf dist/ +sudo rm -rf *.egg-info/ +sudo rm -rf patchmentation/*.egg-info/

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