Skip to content

Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration

Notifications You must be signed in to change notification settings

sudraj2002/GenDeg

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

30 Commits
 
 
 
 
 
 

Repository files navigation

[CVPR-2025] GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration

Sudarshan Rajagopalan | Nithin Gopalakrishnan Nair | Jay N. Paranjape| Vishal M. Patel

Project Page paper GenDS Dataset

GenDeg

For instructions regarding training and inference of the GenDeg model refer to this file.

GenDS Dataset

To download the GenDS dataset please refer to the dataset page.

TODO

  • GenDS dataset
  • GenDeg inference
  • GenDeg training
  • Restoration inference
  • Restoration training
  • Pre-trained models

Citation

If you found our work useful, please consider citing:

@article{rajagopalan2024gendeg,
  title={GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration},
  author={Rajagopalan, Sudarshan and Nair, Nithin Gopalakrishnan and Paranjape, Jay N and Patel, Vishal M},
  journal={arXiv preprint arXiv:2411.17687},
  year={2024}
}

About

Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published