ComfyUI_CSD_MT

CSD_MT is a method about 'Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth', you can use it in comfyUI.

Tips

This method need little space and VRAM(or CPU),all the models is about 200M(4 weights),and best quality size is 256*256
这个方法所用4个模型加起来不到200M,所需显存或CPU可以忽略不记,当然,图片输出最佳质量是256*256.

1. Installation

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

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

2. Requirements

pip install -r requirements.txt

When install dlib get error,use wheel to install it,download wheel from this address
如果按照dlib库失败，从此链接下载对应你python版本的轮子，用以下命令安装：

pip install dlib-19.24.1-cp311-cp311-win_amd64.whl

3.Model

3.1 download 3 checkpoints (79999_iter.pth,CSD_MT.pth,lms.dat) from google or baidu password:1d3e.从百度云或者Google下载三个模型
3.2 download 'resnet18-5c106cde.pth' from here 从链接下载resnet18-5c106cde.pth模型，不要改名字.

--  ComfyUI/models/CSDMT
    |-- 79999_iter.pth
    |-- CSD_MT.pth
    |--resnet18-5c106cde.pth #没有也会自动下载
--  ComfyUI/custom_node/ComfyUI_CSD_MT/quick_start/faceutils/dlibutils
    |--lms.dat

4.Example

5.Citation

@inproceedings{sun2024content,
  title={Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth},
  author={Sun, Zhaoyang and Xiong, Shengwu and Chen, Yaxiong and Rong, Yi}
  journal={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
  year={2024}
}

Nodes Browser

ComfyDeploy: How ComfyUI_CSD_MT works in ComfyUI?

What is ComfyUI_CSD_MT?