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ComfyDeploy: How ComfyUI_SVFR works in ComfyUI?

What is ComfyUI_SVFR?

SVFR is a unified framework for face video restoration that supports tasks such as BFR, Colorization, Inpainting，you can use it in ComfyUI

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUI_SVFR and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

ComfyUI_SVFR

SVFR is a unified framework for face video restoration that supports tasks such as BFR, Colorization, Inpainting，you can use it in ComfyUI

Update

  • 24/02/12 修改模型加载模式为单体模型，此模型调用cofmy的vaae会偏色严重，所以只能用diffuser方法了/Change the model loading mode to a monolithic model

1. Installation

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

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

2. Requirements

pip install -r requirements.txt

3. Models Required

  • 3.1 download SVFR checkpoints from google drive After decompression, place the model in the following file format，从谷歌云盘下载模型，解压后按以下文件格式放置模型；
├── Comfyui/models/SVFR/
|   ├── id_linear.pth
|   ├── insightface_glint360k.pth
|   ├── unet.pth
|   ├── yoloface_v5m.pt

├── Comfyui/models/checkpoints/
|   ├── svd_xt.safetensors or svd_xt_1_1.safetensors
├── Comfyui/models/vae/
|   ├──svd.ave.fp16.safetensors  #rename from stabilityai/stable-video-diffusion-img2vid-xt/vae 重命名repo下的vae模型既可以，不命名也行

4 Inference mode

  • "bfr,colorization,inpainting,bfr_color,bfr_color_inpaint",inpainting and bfr_color_inpaint mode need a mask(use comfyUI mask or black/white jpg)

5 Example

6 Citation

@misc{wang2025svfrunifiedframeworkgeneralized,
      title={SVFR: A Unified Framework for Generalized Video Face Restoration}, 
      author={Zhiyao Wang and Xu Chen and Chengming Xu and Junwei Zhu and Xiaobin Hu and Jiangning Zhang and Chengjie Wang and Yuqi Liu and Yiyi Zhou and Rongrong Ji},
      year={2025},
      eprint={2501.01235},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2501.01235}, 
}