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"Colorectal Polyp Classification from White-light Colonoscopy Images via Domain Alignment" in MICCAI 2021

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qinwang-ai/PolypsAlign

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Dataset

Download PolypsDataset from http://tmp.link/f/603f21d6ad407

Training:

  • 'train.py' for full package model Training

  • 'train_backbone.py' where 'backbone' can be vgg, resnet50, and inceptionV3

  • 'train_wo_ali.py' for ablation study of alignment loss

  • 'train_wo_cont.py' for ablation study of contrastive loss

Others:

  • 'splits' folder contains 5-fold cross-validation settings.
  • 'utils/val_spliter.py' is utilized for generating settings for training.

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"Colorectal Polyp Classification from White-light Colonoscopy Images via Domain Alignment" in MICCAI 2021

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