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cholec80_DL_models

1. EndoNet - Pytorch

  • [EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos (https://arxiv.org/abs/1602.03012)
  • EndoNet was a combined Net for Tool and Phase Recognition in surgery

2. CycleGAN

  • Code is copied from Pytorch-CycleGAN
  • add private dataset to validate CycleGAN
  • datasets/data_prepared.py Apply DINO + SAM to detect and segment surgical instruments in images from cholec 80 and private dataset

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perform common Vision tasks on cholec80 dataset.

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