Model card

DiffuEraser: A Diffusion Model for Video Inpainting

DiffuEraser is a diffusion model for video inpainting, which outperforms state-of-the-art model Propainter in both content completeness and temporal consistency while maintaining acceptable efficiency.

Model Sources

Project Page: https://lixiaowen-xw.github.io/DiffuEraser-page
Repository: https://github.com/lixiaowen-xw/DiffuEraser.git
Paper: https://arxiv.org/abs/2501.10018
ModelScope Demo: https://www.modelscope.cn/studios/iic/DiffuEraser

Quick Start

您可以通过如下git clone命令，或者ModelScope SDK来下载模型

SDK下载

#安装ModelScope
pip install modelscope

#SDK模型下载
from modelscope import snapshot_download
model_dir = snapshot_download('xingzi/diffuEraser')

Git下载

#Git模型下载
git clone https://www.modelscope.cn/xingzi/diffuEraser.git

Citation

BibTeX:

@misc{li2025diffueraserdiffusionmodelvideo,
  title={DiffuEraser: A Diffusion Model for Video Inpainting}, 
  author={Xiaowen Li and Haolan Xue and Peiran Ren and Liefeng Bo},
  year={2025},
  eprint={2501.10018},
  archivePrefix={arXiv},
  primaryClass={cs.CV},
  url={https://arxiv.org/abs/2501.10018}, 
}

Model Card Authors

Xiaowen Li / xwlxw@qq.com / lxw262398@alibaba-inc.com