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IrwGAN (ICCV2021)

Unaligned Image-to-Image Translation by Learning to Reweight

[Update] 12/15/2021 All dataset are released, trained models and generated images of IrwGAN are released

[Update] 11/16/2021 Code is pushed, selfie2anime-danbooru dataset released.

Dataset

selfie2anime-danbooru | selfie-horse2zebra-dog | horse-cat2dog-anime | beetle-tiger2lion-sealion

Trained Models and Generated Images

Basic Usage

python main.py --dataroot=datasets/selfie2anime-danbooru 
python main.py --dataroot=datasets/selfie2anime-danbooru --phase=resume
python main.py --dataroot=datasets/selfie2anime-danbooru --phase=test

Example Results

<img src='imgs/selfie2anime-danbooru.jpg' width=600> <img src='imgs/tiger2lion.jpg' width=600>

Citation

If you use this code for your research, please cite our paper:

@inproceedings{xie2021unaligned,
  title={Unaligned Image-to-Image Translation by Learning to Reweight},
  author={Xie, Shaoan and Gong, Mingming and Xu, Yanwu and Zhang, Kun},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={14174--14184},
  year={2021}
}