Fashion Design Transfer

This is the official PyTorch implementation of the paper From Design Draft to Real Attire: Unaligned Fashion Image Translation by:

This paper allows translations between unaligned design drafts and real fashion items. Compared with Pix2pix, our method generates accurate shapes and preserves vivid texture details:

Also, it has application in fashion design editing. Top row: input design draft and rendered fashion items by different methods. Bottom row: edited design draft and the corresponding modified fashion items:

Usage

Please check both d2r and r2d for how to use them.

Acknowledgments

This code borrows heavily from Pix2pix . Please follow dataset for pix2pix to create your own dataset.

Citation

If you want to cite our research, please use:

@inproceedings{han2020design,
  title={From Design Draft to Real Attire: Unaligned Fashion Image Translation},
  author={Han, Yu and Yang, Shuai and Wang, Wenjing and Liu, Jiaying},
  booktitle={Proceedings of the 28th ACM International Conference on Multimedia},
  pages={1533--1541},
  year={2020}
}