DL models that take a document image file as input, locate the position of paragraphs, lines, images, etc. with their labels and confidence scores.
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Dec 31, 2020 - Jupyter Notebook
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ssd512
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SSD Object Detection
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Feb 14, 2019 - Python
Intern project at Institude of Information Science, Academia Sinica
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Mar 30, 2019 - Python
Implementation of augmentation, SMOTE, ADASYN, AE, DGAN for oversampling image data used in detection (YOLO and others one stage detectors). Maritime flags/code scenario.
machine-learning deep-learning pytorch autoencoder research-paper augmentation imbalanced-data smote ssd300 adasyn ssd512 maritime-data-science imbalanced-classification dgans yolov7 yolov8
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Dec 21, 2024 - Python
Modular framework for developing image models based on PyTorch. Customize your model with combinations and replacement on classification / detection modules.
pytorch image-classification object-detection pretrained-models ssd512 res2net efficientdet yolov4 rexnet dynamic-fpn ssd321
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Jan 7, 2023 - Python
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