PhotoMaker V2: Improved ID Fidelity and Better Controllability than PhotoMaker V1
Official 🤗 Gradio demo for PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding.
How to use PhotoMaker V2 can be found in 🎬 this video 🎬.
For previous version of PhotoMaker, you could use our original gradio demos PhotoMaker and PhotoMaker-Style.
❗️❗️❗️[Important] Personalization steps:
1️⃣ Upload images of someone you want to customize. One image is ok, but more is better. Although we do not perform face detection, the face in the uploaded image should occupy the majority of the image.
2️⃣ Enter a text prompt, making sure to follow the class word you want to customize with the trigger word: img, such as: man img or woman img or girl img.
3️⃣ Choose your preferred style template.
4️⃣ (Optional: but new feature) Select the ‘Enable Drawing Doodle...’ option and draw on the canvas
5️⃣ Click the Submit button to start customizing.
After enabling this option, PhotoMaker will generate content based on your doodle on the canvas, driven by the T2I-Adapter (Quality may be decreased)
Usage tips of PhotoMaker
- Upload more photosof the person to be customized to improve ID fidelty.
- If you find that the image quality is poor when using doodle for control, you can reduce the conditioning scale and factor of the adapter. If you have any issues, leave the issue in the discussion page of the space. For a more stable (queue-free) experience, you can duplicate the space.
| Drag (Select) 1 or more photos of your face | Prompt | Style template | Negative Prompt |
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If PhotoMaker V2 is helpful, please help to ⭐ the Github Repo. Thanks!
📝 Citation
If our work is useful for your research, please consider citing:
@article{li2023photomaker,
title={PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding},
author={Li, Zhen and Cao, Mingdeng and Wang, Xintao and Qi, Zhongang and Cheng, Ming-Ming and Shan, Ying},
booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2024}
}
📋 License
Apache-2.0 LICENSE. Please refer to the LICENSE file for details.
📧 Contact
If you have any questions, please feel free to reach me out at zhenli1031@gmail.com.