README.md

May 8, 2021 · View on GitHub

Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation

Requirements

  • torch
  • torchvision
  • scipy
  • PIL
  • numpy
  • tqdm

Data

$ data
train
├── Images
├── Masks
valid
├── Images
├── Masks
test
├── Images
├── Masks

1. Training

python train.py  --mode train  --train_data_dir /path-to-train_data  --valid_data_dir  /path-to-valid_data

2. Testing

python test.py  --mode test  --load_ckpt checkpoint --test_data_dir  /path-to-test_data


Contents

  1. 1Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation
  2. 1.1Requirements
  3. 1.2Data
  4. 1.31. Training
  5. 1.42. Testing