PuLID

:open_book: PuLID: Pure and Lightning ID Customization via Contrastive Alignment

Zinan Guo*, Yanze Wu*✝, Zhuowei Chen, Lang Chen, Qian He
(*Equal Contribution, ✝Corresponding Author)
ByteDance Inc

:triangular_flag_on_post: Updates

2024.05.01: release codes&models.
2024.04.25: release arXiv paper.

Examples

Images generated with our PuLID Applications

https://github.com/ToTheBeginning/PuLID/assets/11482921/9bdd0c8a-99e8-4eab-ab9e-39bf796cc6b8

:wrench: Dependencies and Installation

Python >= 3.7 (Recommend to use Anaconda or Miniconda)
PyTorch >= 2.0

# clone PuLID repo
git clone https://github.com/ToTheBeginning/PuLID.git
cd PuLID
# create conda env
conda create --name pulid python=3.10
# activate env
conda activate pulid
# Install dependent packages
pip install -r requirements.txt

:zap: Quick Inference

Gradio Demo

python app.py

Citation

If PuLID is helpful, please help to ⭐ the repo.

If you find this project useful for your research, please consider citing our paper:

@article{guo2024pulid,
  title={PuLID: Pure and Lightning ID Customization via Contrastive Alignment},
  author={Guo, Zinan and Wu, Yanze and Chen, Zhuowei and Chen, Lang and He, Qian},
  journal={arXiv preprint arXiv:2404.16022},
  year={2024}
}

:e-mail: Contact

If you have any comments or questions, please open a new issue or feel free to contact Yanze Wu and Zinan Guo.