ComfyUI Extension: ComfyUI_MS_Diffusion

Youu can using MS_Diffusion in ComfyUI

-- MS-Diffusion origin From: MS-Diffusion

NEW Update

• 2024/09/06:fix runway error/load single controlnet now /首次加载不再需要连外网。

Previous updates

• del clip repo，Add comfyUI clip_vision loader/加入comfyUI的clip vision节点，不再使用 clip repo。

1.Installation

In the ./ComfyUI /custom_node directory, run the following:

git clone https://github.com/smthemex/ComfyUI_MS_Diffusion.git

2.requirements

pip install -r requirements.txt

缺啥装啥。
If the module is missing, please pip install

3 Need model

Need download "ms_adapter.bin" : link
clip vision model （ any base from CLIP-ViT-bigG-14-laion2B-39B-b160k）
Control_img image preprocessing, please use other nodes

├── ComfyUI/models/checkpoints/
|             ├── any SDXL weigth
├── ComfyUI/models/photomaker/
|             ├── ms_adapter.bin
├── ComfyUI/models/clip_vision/
|             ├── clip_vision_g.safetensors  or CLIP-ViT-bigG-14-laion2B-39B-b160k.safetensors 
├── ComfyUI/models/controlnet 
|             ├──any SDXL controlnet  

4 using tips

--生成物体名称需要用[ ]括起来，有多少个物体，就要有多少张图片输入;
--To generate object names, they need to be enclosed in [ ]. As many objects as there are, there must be as many images to input;

5 Example

normal 2 boject 常规双主体图生图 最新示例。

normal 4 boject 4主体图生图。更多的主体没有测试，旧示例，仅供参考。

2 object zero shot and controlnet img2img 双物体加controlnet引导 图生图,旧示例，仅供参考

6 Citation

MS-Diffusion

@misc{wang2024msdiffusion,
  title={MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance}, 
  author={X. Wang and Siming Fu and Qihan Huang and Wanggui He and Hao Jiang},
  year={2024},
  eprint={2406.07209},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

IP-Adapter

@article{ye2023ip-adapter,
  title={IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models},
  author={Ye, Hu and Zhang, Jun and Liu, Sibo and Han, Xiao and Yang, Wei},
  booktitle={arXiv preprint arxiv:2308.06721},
  year={2023}
}