pip install -r requirements.txt

python data/split_dataset.py

DATA/
|-- ISIC
|   |-- TrainDataset
|   |   |-- images
|   |   |-- masks
|   |-- TestDataset
|   |   |-- images
|   |   |-- masks

python train.py --backbone DeepLabv3p

python train.py --backbone UNet

python eval.py

python visualization.py

@inproceedings{ijcai2023p467,
  title     = {Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation},
  author    = {Shen, Zhiqiang and Cao, Peng and Yang, Hua and Liu, Xiaoli and Yang, Jinzhu and Zaiane, Osmar R.},
  booktitle = {Proceedings of the Thirty-Second International Joint Conference on
               Artificial Intelligence, {IJCAI-23}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Edith Elkind},
  pages     = {4199--4207},
  year      = {2023},
  month     = {8},
  note      = {Main Track},
  doi       = {10.24963/ijcai.2023/467},
  url       = {https://doi.org/10.24963/ijcai.2023/467},
}