PuLID

📖 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

🚩 Updates

2024.05.01: release codes&models, also the 🤗HuggingFace Demo
2024.04.25: release arXiv paper.

Examples

Images generated with our PuLID Applications

pulid_demo.mp4

🔧 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

⚡ Quick Inference

Local Gradio Demo

python app.py

Online HuggingFace Demo

Thanks for the GPU grant from HuggingFace team, you can try PuLID HF demo in https://huggingface.co/spaces/yanze/PuLID

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}
}

📧 Contact

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

humandotlearning/PuLID