diff --git a/vision/cloud-client/detect/README.rst b/vision/cloud-client/detect/README.rst
index 6074419cbd27..8a077ab0406f 100644
--- a/vision/cloud-client/detect/README.rst
+++ b/vision/cloud-client/detect/README.rst
@@ -81,7 +81,7 @@ To run this sample:
     $ python detect.py
 
     usage: detect.py [-h]
-                     {faces,faces-uri,labels,labels-uri,landmarks,landmarks-uri,text,text-uri,logos,logos-uri,safe-search,safe-search-uri,properties,properties-uri,web,web-uri,web-geo,web-geo-uri,crophints,crophints-uri,document,document-uri,ocr-uri}
+                     {faces,faces-uri,labels,labels-uri,landmarks,landmarks-uri,text,text-uri,logos,logos-uri,safe-search,safe-search-uri,properties,properties-uri,web,web-uri,web-geo,web-geo-uri,crophints,crophints-uri,document,document-uri,ocr-uri,object-localization,object-localization-uri}
                      ...
 
     This application demonstrates how to perform basic operations with the
@@ -94,13 +94,15 @@ To run this sample:
     python detect.py web-uri http://wheresgus.com/dog.JPG
     python detect.py web-geo ./resources/city.jpg
     python detect.py faces-uri gs://your-bucket/file.jpg
-    python detect_pdf.py ocr-uri gs://python-docs-samples-tests/HodgeConj.pdf gs://BUCKET_NAME/PREFIX/
+    python detect.py ocr-uri gs://python-docs-samples-tests/HodgeConj.pdf gs://BUCKET_NAME/PREFIX/
+    python detect.py object-localization ./resources/puppies.jpg
+    python detect.py object-localization-uri gs://...
 
     For more information, the documentation at
     https://cloud.google.com/vision/docs.
 
     positional arguments:
-      {faces,faces-uri,labels,labels-uri,landmarks,landmarks-uri,text,text-uri,logos,logos-uri,safe-search,safe-search-uri,properties,properties-uri,web,web-uri,web-geo,web-geo-uri,crophints,crophints-uri,document,document-uri,ocr-uri}
+      {faces,faces-uri,labels,labels-uri,landmarks,landmarks-uri,text,text-uri,logos,logos-uri,safe-search,safe-search-uri,properties,properties-uri,web,web-uri,web-geo,web-geo-uri,crophints,crophints-uri,document,document-uri,ocr-uri,object-localization,object-localization-uri}
         faces               Detects faces in an image.
         faces-uri           Detects faces in the file located in Google Cloud
                             Storage or the web.
@@ -126,10 +128,10 @@ To run this sample:
         web-uri             Detects web annotations in the file located in Google
                             Cloud Storage.
         web-geo             Detects web annotations given an image, using the
-                            geotag metadata in the iamge to detect web entities.
+                            geotag metadata in the image to detect web entities.
         web-geo-uri         Detects web annotations given an image in the file
                             located in Google Cloud Storage., using the geotag
-                            metadata in the iamge to detect web entities.
+                            metadata in the image to detect web entities.
         crophints           Detects crop hints in an image.
         crophints-uri       Detects crop hints in the file located in Google Cloud
                             Storage.
@@ -137,6 +139,10 @@ To run this sample:
         document-uri        Detects document features in the file located in
                             Google Cloud Storage.
         ocr-uri             OCR with PDF/TIFF as source files on GCS
+        object-localization
+                            OCR with PDF/TIFF as source files on GCS
+        object-localization-uri
+                            OCR with PDF/TIFF as source files on GCS
 
     optional arguments:
       -h, --help            show this help message and exit
@@ -166,8 +172,8 @@ To run this sample:
 
     Example Usage:
     python beta_snippets.py -h
-    python beta_snippets.py object-localizer INPUT_IMAGE
-    python beta_snippets.py object-localizer-uri gs://...
+    python beta_snippets.py object-localization INPUT_IMAGE
+    python beta_snippets.py object-localization-uri gs://...
     python beta_snippets.py handwritten-ocr INPUT_IMAGE
     python beta_snippets.py handwritten-ocr-uri gs://...
 
diff --git a/vision/cloud-client/detect/detect.py b/vision/cloud-client/detect/detect.py
index c8fbae44764e..8a285b785581 100644
--- a/vision/cloud-client/detect/detect.py
+++ b/vision/cloud-client/detect/detect.py
@@ -24,8 +24,10 @@
 python detect.py web-uri http://wheresgus.com/dog.JPG
 python detect.py web-geo ./resources/city.jpg
 python detect.py faces-uri gs://your-bucket/file.jpg
-python detect_pdf.py ocr-uri gs://python-docs-samples-tests/HodgeConj.pdf \
+python detect.py ocr-uri gs://python-docs-samples-tests/HodgeConj.pdf \
 gs://BUCKET_NAME/PREFIX/
+python detect.py object-localization ./resources/puppies.jpg
+python detect.py object-localization-uri gs://...
 
 For more information, the documentation at
 https://cloud.google.com/vision/docs.
@@ -35,14 +37,11 @@
 import io
 import re
 
-from google.cloud import storage
-from google.cloud import vision
-from google.protobuf import json_format
-
 
 # [START vision_face_detection]
 def detect_faces(path):
     """Detects faces in an image."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_face_detection]
@@ -77,6 +76,7 @@ def detect_faces(path):
 # [START vision_face_detection_gcs]
 def detect_faces_uri(uri):
     """Detects faces in the file located in Google Cloud Storage or the web."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     # [START vision_python_migration_image_uri]
     image = vision.types.Image()
@@ -106,6 +106,7 @@ def detect_faces_uri(uri):
 # [START vision_label_detection]
 def detect_labels(path):
     """Detects labels in the file."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_label_detection]
@@ -128,6 +129,7 @@ def detect_labels(path):
 def detect_labels_uri(uri):
     """Detects labels in the file located in Google Cloud Storage or on the
     Web."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     image = vision.types.Image()
     image.source.image_uri = uri
@@ -144,6 +146,7 @@ def detect_labels_uri(uri):
 # [START vision_landmark_detection]
 def detect_landmarks(path):
     """Detects landmarks in the file."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_landmark_detection]
@@ -170,6 +173,7 @@ def detect_landmarks(path):
 def detect_landmarks_uri(uri):
     """Detects landmarks in the file located in Google Cloud Storage or on the
     Web."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     image = vision.types.Image()
     image.source.image_uri = uri
@@ -186,6 +190,7 @@ def detect_landmarks_uri(uri):
 # [START vision_logo_detection]
 def detect_logos(path):
     """Detects logos in the file."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_logo_detection]
@@ -208,6 +213,7 @@ def detect_logos(path):
 def detect_logos_uri(uri):
     """Detects logos in the file located in Google Cloud Storage or on the Web.
     """
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     image = vision.types.Image()
     image.source.image_uri = uri
@@ -224,6 +230,7 @@ def detect_logos_uri(uri):
 # [START vision_safe_search_detection]
 def detect_safe_search(path):
     """Detects unsafe features in the file."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_safe_search_detection]
@@ -253,6 +260,7 @@ def detect_safe_search(path):
 def detect_safe_search_uri(uri):
     """Detects unsafe features in the file located in Google Cloud Storage or
     on the Web."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     image = vision.types.Image()
     image.source.image_uri = uri
@@ -276,6 +284,7 @@ def detect_safe_search_uri(uri):
 # [START vision_text_detection]
 def detect_text(path):
     """Detects text in the file."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_text_detection]
@@ -303,6 +312,7 @@ def detect_text(path):
 def detect_text_uri(uri):
     """Detects text in the file located in Google Cloud Storage or on the Web.
     """
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     image = vision.types.Image()
     image.source.image_uri = uri
@@ -324,6 +334,7 @@ def detect_text_uri(uri):
 # [START vision_image_property_detection]
 def detect_properties(path):
     """Detects image properties in the file."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_image_properties]
@@ -350,6 +361,7 @@ def detect_properties(path):
 def detect_properties_uri(uri):
     """Detects image properties in the file located in Google Cloud Storage or
     on the Web."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     image = vision.types.Image()
     image.source.image_uri = uri
@@ -370,6 +382,7 @@ def detect_properties_uri(uri):
 # [START vision_web_detection]
 def detect_web(path):
     """Detects web annotations given an image."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_web_detection]
@@ -427,6 +440,7 @@ def detect_web(path):
 # [START vision_web_detection_gcs]
 def detect_web_uri(uri):
     """Detects web annotations in the file located in Google Cloud Storage."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     image = vision.types.Image()
     image.source.image_uri = uri
@@ -480,6 +494,7 @@ def detect_web_uri(uri):
 def web_entities_include_geo_results(path):
     """Detects web annotations given an image, using the geotag metadata
     in the image to detect web entities."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     with io.open(path, 'rb') as image_file:
@@ -505,6 +520,7 @@ def web_entities_include_geo_results_uri(uri):
     """Detects web annotations given an image in the file located in
     Google Cloud Storage., using the geotag metadata in the image to
     detect web entities."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     image = vision.types.Image()
@@ -526,6 +542,7 @@ def web_entities_include_geo_results_uri(uri):
 # [START vision_crop_hint_detection]
 def detect_crop_hints(path):
     """Detects crop hints in an image."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_crop_hints]
@@ -554,6 +571,7 @@ def detect_crop_hints(path):
 # [START vision_crop_hint_detection_gcs]
 def detect_crop_hints_uri(uri):
     """Detects crop hints in the file located in Google Cloud Storage."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     image = vision.types.Image()
     image.source.image_uri = uri
@@ -578,6 +596,7 @@ def detect_crop_hints_uri(uri):
 # [START vision_fulltext_detection]
 def detect_document(path):
     """Detects document features in an image."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
 
     # [START vision_python_migration_document_text_detection]
@@ -614,6 +633,7 @@ def detect_document(path):
 def detect_document_uri(uri):
     """Detects document features in the file located in Google Cloud
     Storage."""
+    from google.cloud import vision
     client = vision.ImageAnnotatorClient()
     image = vision.types.Image()
     image.source.image_uri = uri
@@ -644,6 +664,9 @@ def detect_document_uri(uri):
 # [START vision_text_detection_pdf_gcs]
 def async_detect_document(gcs_source_uri, gcs_destination_uri):
     """OCR with PDF/TIFF as source files on GCS"""
+    from google.cloud import vision
+    from google.cloud import storage
+    from google.protobuf import json_format
     # Supported mime_types are: 'application/pdf' and 'image/tiff'
     mime_type = 'application/pdf'
 
@@ -711,6 +734,57 @@ def async_detect_document(gcs_source_uri, gcs_destination_uri):
 # [END vision_text_detection_pdf_gcs]
 
 
+# [START vision_localize_objects]
+def localize_objects(path):
+    """Localize objects in the local image.
+
+    Args:
+    path: The path to the local file.
+    """
+    from google.cloud import vision
+    client = vision.ImageAnnotatorClient()
+
+    with open(path, 'rb') as image_file:
+        content = image_file.read()
+    image = vision.types.Image(content=content)
+
+    objects = client.object_localization(
+        image=image).localized_object_annotations
+
+    print('Number of objects found: {}'.format(len(objects)))
+    for object_ in objects:
+        print('\n{} (confidence: {})'.format(object_.name, object_.score))
+        print('Normalized bounding polygon vertices: ')
+        for vertex in object_.bounding_poly.normalized_vertices:
+            print(' - ({}, {})'.format(vertex.x, vertex.y))
+# [END vision_localize_objects]
+
+
+# [START vision_localize_objects_gcs]
+def localize_objects_uri(uri):
+    """Localize objects in the image on Google Cloud Storage
+
+    Args:
+    uri: The path to the file in Google Cloud Storage (gs://...)
+    """
+    from google.cloud import vision
+    client = vision.ImageAnnotatorClient()
+
+    image = vision.types.Image()
+    image.source.image_uri = uri
+
+    objects = client.object_localization(
+        image=image).localized_object_annotations
+
+    print('Number of objects found: {}'.format(len(objects)))
+    for object_ in objects:
+        print('\n{} (confidence: {})'.format(object_.name, object_.score))
+        print('Normalized bounding polygon vertices: ')
+        for vertex in object_.bounding_poly.normalized_vertices:
+            print(' - ({}, {})'.format(vertex.x, vertex.y))
+# [END vision_localize_objects_gcs]
+
+
 def run_local(args):
     if args.command == 'faces':
         detect_faces(args.path)
@@ -734,6 +808,8 @@ def run_local(args):
         detect_document(args.path)
     elif args.command == 'web-geo':
         web_entities_include_geo_results(args.path)
+    elif args.command == 'object-localization':
+        localize_objects(args.path)
 
 
 def run_uri(args):
@@ -761,6 +837,8 @@ def run_uri(args):
         web_entities_include_geo_results_uri(args.uri)
     elif args.command == 'ocr-uri':
         async_detect_document(args.uri, args.destination_uri)
+    elif args.command == 'object-localization-uri':
+        localize_objects_uri(args.uri)
 
 
 if __name__ == '__main__':
@@ -867,6 +945,14 @@ def run_uri(args):
     ocr_uri_parser.add_argument('uri')
     ocr_uri_parser.add_argument('destination_uri')
 
+    object_localization_parser = subparsers.add_parser(
+        'object-localization', help=async_detect_document.__doc__)
+    object_localization_parser.add_argument('path')
+
+    object_localization_uri_parser = subparsers.add_parser(
+        'object-localization-uri', help=async_detect_document.__doc__)
+    object_localization_uri_parser.add_argument('uri')
+
     args = parser.parse_args()
 
     if 'uri' in args.command:
diff --git a/vision/cloud-client/detect/detect_pdf.py b/vision/cloud-client/detect/detect_pdf.py
deleted file mode 100644
index f7e8abed42d2..000000000000
--- a/vision/cloud-client/detect/detect_pdf.py
+++ /dev/null
@@ -1,110 +0,0 @@
-#!/usr/bin/env python
-
-# Copyright 2018 Google Inc. All Rights Reserved.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-
-"""OCR with PDF/TIFF as source files on GCS
-
-Example:
-    python detect_pdf.py \
-    --gcs-source-uri gs://python-docs-samples-tests/HodgeConj.pdf \
-    --gcs-destination-uri gs://BUCKET_NAME/PREFIX/
-"""
-
-import argparse
-import re
-
-from google.cloud import storage
-from google.cloud import vision_v1p2beta1 as vision
-from google.protobuf import json_format
-
-
-# [START vision_text_detection_pdf_gcs]
-def async_detect_document(gcs_source_uri, gcs_destination_uri):
-    # Supported mime_types are: 'application/pdf' and 'image/tiff'
-    mime_type = 'application/pdf'
-
-    # How many pages should be grouped into each json output file.
-    # With a file of 5 pages
-    batch_size = 2
-
-    client = vision.ImageAnnotatorClient()
-
-    feature = vision.types.Feature(
-        type=vision.enums.Feature.Type.DOCUMENT_TEXT_DETECTION)
-
-    gcs_source = vision.types.GcsSource(uri=gcs_source_uri)
-    input_config = vision.types.InputConfig(
-        gcs_source=gcs_source, mime_type=mime_type)
-
-    gcs_destination = vision.types.GcsDestination(uri=gcs_destination_uri)
-    output_config = vision.types.OutputConfig(
-        gcs_destination=gcs_destination, batch_size=batch_size)
-
-    async_request = vision.types.AsyncAnnotateFileRequest(
-        features=[feature], input_config=input_config,
-        output_config=output_config)
-
-    operation = client.async_batch_annotate_files(
-        requests=[async_request])
-
-    print('Waiting for the operation to finish.')
-    operation.result(timeout=90)
-
-    # Once the request has completed and the output has been
-    # written to GCS, we can list all the output files.
-    storage_client = storage.Client()
-
-    match = re.match(r'gs://([^/]+)/(.+)', gcs_destination_uri)
-    bucket_name = match.group(1)
-    prefix = match.group(2)
-
-    bucket = storage_client.get_bucket(bucket_name=bucket_name)
-
-    # List objects with the given prefix.
-    blob_list = list(bucket.list_blobs(prefix=prefix))
-    print('Output files:')
-    for blob in blob_list:
-        print(blob.name)
-
-    # Process the first output file from GCS.
-    # Since we specified batch_size=2, the first response contains
-    # the first two pages of the input file.
-    output = blob_list[0]
-
-    json_string = output.download_as_string()
-    response = json_format.Parse(
-        json_string, vision.types.AnnotateFileResponse())
-
-    # The actual response for the first page of the input file.
-    first_page_response = response.responses[0]
-    annotation = first_page_response.full_text_annotation
-
-    # Here we print the full text from the first page.
-    # The response contains more information:
-    # annotation/pages/blocks/paragraphs/words/symbols
-    # including confidence scores and bounding boxes
-    print(u'Full text:\n{}'.format(
-        annotation.text))
-# [END vision_text_detection_pdf_gcs]
-
-
-if __name__ == '__main__':
-    parser = argparse.ArgumentParser()
-    parser.add_argument('--gcs-source-uri', required=True)
-    parser.add_argument('--gcs-destination-uri', required=True)
-
-    args = parser.parse_args()
-    async_detect_document(args.gcs_source_uri, args.gcs_destination_uri)
diff --git a/vision/cloud-client/detect/detect_pdf_test.py b/vision/cloud-client/detect/detect_pdf_test.py
deleted file mode 100644
index 98b06aaab74f..000000000000
--- a/vision/cloud-client/detect/detect_pdf_test.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# Copyright 2018 Google Inc. All Rights Reserved.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-import os
-
-from google.cloud import storage
-
-from detect_pdf import async_detect_document
-
-BUCKET = os.environ['CLOUD_STORAGE_BUCKET']
-OUTPUT_PREFIX = 'OCR_PDF_TEST_OUTPUT'
-GCS_SOURCE_URI = 'gs://{}/HodgeConj.pdf'.format(BUCKET)
-GCS_DESTINATION_URI = 'gs://{}/{}/'.format(BUCKET, OUTPUT_PREFIX)
-
-
-def test_async_detect_document(capsys):
-    storage_client = storage.Client()
-    bucket = storage_client.get_bucket(BUCKET)
-    assert len(list(bucket.list_blobs(prefix=OUTPUT_PREFIX))) == 0
-
-    async_detect_document(
-        gcs_source_uri=GCS_SOURCE_URI,
-        gcs_destination_uri=GCS_DESTINATION_URI)
-    out, _ = capsys.readouterr()
-
-    assert 'Hodge conjecture' in out
-    assert len(list(bucket.list_blobs(prefix=OUTPUT_PREFIX))) == 3
-
-    for blob in bucket.list_blobs(prefix=OUTPUT_PREFIX):
-        blob.delete()
diff --git a/vision/cloud-client/detect/detect_test.py b/vision/cloud-client/detect/detect_test.py
index d85b2331ace9..a46797692341 100644
--- a/vision/cloud-client/detect/detect_test.py
+++ b/vision/cloud-client/detect/detect_test.py
@@ -281,6 +281,10 @@ def test_detect_crop_hints_http(capsys):
 def test_async_detect_document(capsys):
     storage_client = storage.Client()
     bucket = storage_client.get_bucket(BUCKET)
+    if len(list(bucket.list_blobs(prefix=OUTPUT_PREFIX))) > 0:
+        for blob in bucket.list_blobs(prefix=OUTPUT_PREFIX):
+            blob.delete()
+
     assert len(list(bucket.list_blobs(prefix=OUTPUT_PREFIX))) == 0
 
     detect.async_detect_document(
@@ -293,3 +297,21 @@ def test_async_detect_document(capsys):
 
     for blob in bucket.list_blobs(prefix=OUTPUT_PREFIX):
         blob.delete()
+
+    assert len(list(bucket.list_blobs(prefix=OUTPUT_PREFIX))) == 0
+
+
+def test_localize_objects(capsys):
+    detect.localize_objects('resources/puppies.jpg')
+
+    out, _ = capsys.readouterr()
+    assert 'Dog' in out
+
+
+def test_localize_objects_uri(capsys):
+    uri = 'gs://cloud-samples-data/vision/puppies.jpg'
+
+    detect.localize_objects_uri(uri)
+
+    out, _ = capsys.readouterr()
+    assert 'Dog' in out
diff --git a/vision/cloud-client/detect/requirements.txt b/vision/cloud-client/detect/requirements.txt
index 2888f5fb6997..ff807b506a5f 100644
--- a/vision/cloud-client/detect/requirements.txt
+++ b/vision/cloud-client/detect/requirements.txt
@@ -1,2 +1,2 @@
-google-cloud-vision==0.33.0
+google-cloud-vision==0.34.0
 google-cloud-storage==1.6.0