This is the official implementation of "Blind Image Restoration via Fast Diffusion Inversion ". arxiv
pip install numpy torch blobfile tqdm pyYaml pillow diffusers
For face restoration, download the pretrained model from and put it into checkpoints/.
python blind_deblurring.py
python non_uniform_deblurring.py
python inpainting.py
python denoising.py
python super_resolution.py
If you find this repository useful for your research, please cite the following work.
@article{chihaoui2024blind,
title={Blind Image Restoration via Fast Diffusion Inversion},
author={Chihaoui, Hamadi and Lemkhenter, Abdelhak and Favaro, Paolo},
journal={arXiv preprint arXiv:2405.19572},
year={2024}
}