Pytorch implementation for our unsupervised domain adaptation framework with application to retinal vessel segmentation. We use style transfer and collaborative consistency learning to train a segmentation model on the target domain.
Please cite our paper if you find the code useful for your research.
@article{peng2022unsupervised,
title={Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning},
author={Peng, Linkai and Lin, Li and Cheng, Pujin and Huang, Ziqi and Tang, Xiaoying},
journal={arXiv preprint},
url={arXiv:2201.04812},
year={2022}
}
Code adapted from DRIT.