wty-ustc / hairclip

Design Your Hair by Text and Reference Image

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Examples

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Run time and cost

This model costs approximately $0.050 to run on Replicate, or 20 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 4 minutes. The predict time for this model varies significantly based on the inputs.

Readme

HairCLIP: Design Your Hair by Text and Reference Image (CVPR2022)

This repository hosts the official PyTorch implementation of the paper: “HairCLIP: Design Your Hair by Text and Reference Image”.

Our single framework supports hairstyle and hair color editing individually or jointly, and conditional inputs can come from either image or text domain.

Acknowledgements

This code is based on StyleCLIP.

Citation

If you find our work useful for your research, please consider citing the following papers :)

@article{wei2022hairclip,
  title={Hairclip: Design your hair by text and reference image},
  author={Wei, Tianyi and Chen, Dongdong and Zhou, Wenbo and Liao, Jing and Tan, Zhentao and Yuan, Lu and Zhang, Weiming and Yu, Nenghai},
  journal={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2022}
}