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# PuLID | |
### :open_book: PuLID: Pure and Lightning ID Customization via Contrastive Alignment | |
> [![arXiv](https://img.shields.io/badge/arXiv-Paper-<COLOR>.svg)](https://arxiv.org/abs/2404.16022)<br> | |
> Zinan Guo*, Yanze Wu*✝, Zhuowei Chen, Lang Chen, Qian He <br> | |
> (*Equal Contribution, ✝Corresponding Author) <br> | |
> ByteDance Inc <br> | |
### :triangular_flag_on_post: Updates | |
* **2024.05.01**: release codes&models. | |
* **2024.04.25**: release arXiv paper. | |
## Examples | |
Images generated with our PuLID | |
![examples](https://github.com/ToTheBeginning/PuLID/assets/11482921/65610b0d-ba4f-4dc3-a74d-bd60f8f5ce37) | |
Applications | |
https://github.com/ToTheBeginning/PuLID/assets/11482921/9bdd0c8a-99e8-4eab-ab9e-39bf796cc6b8 | |
## :wrench: Dependencies and Installation | |
- Python >= 3.7 (Recommend to use [Anaconda](https://www.anaconda.com/download/#linux) or [Miniconda](https://docs.conda.io/en/latest/miniconda.html)) | |
- [PyTorch >= 2.0](https://pytorch.org/) | |
```bash | |
# 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 | |
```bash | |
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: | |
```bibtex | |
@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](https://github.com/ToTheBeginning/PuLID/issues/new/choose) or feel free to contact [Yanze Wu](https://tothebeginning.github.io/) and [Zinan Guo](mailto:guozinan.1@bytedance.com). |