Open-source alternatives to DeFMO

MIMO-UNet - Official Pytorch Implementation

Neural Blind Deconvolution Using Deep Priors (CVPR 2020)

Dark and Bright Channel Priors Embedded Network for Dynamic Scene Deblurring

Xintian Mao, Yiming Liu, Fengze Liu, Qingli Li, Wei Shen and Yan Wang

Zhenxuan Fang, Fangfang Wu, Weisheng Dong, Xin Li, Jinjian Wu and Guangming Shi

ICCVW2021 An Straight Dilated Network with Wavelet for image Deblurring

CVPR 2022 Oral Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

Models, dataset, results

Offical Pytorch Implementation of the Paper "Gyro-based Neural Single Image Deblurring"

Pytorch Implementation of CVPR19 "Deep Stacked Multi-patch Hierarchical Network for Image Deblurring"

By Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng, Zhenhua Liu, Siwei Ma, Chunjing Xu, Chao Xu, Wen Gao. [arXiv](https://arxiv.org/abs/2012.00364)

Xintian Mao, Qingli Li and Yan Wang

Gated Fusion Network for Joint Image Deblurring and Super-Resolution(BMVC 2018 Oral)

Gyroscope-Aided Motion Deblurring with Deep Networks

Repository for Scale-recurrent Network for Deep Image Deblurring

Deep Semantic Face Deblurring

CVPR 2024 Oral Official repository of FMA-Net

CVPR 2023 Efficient Frequency Domain-based Transformer for High-Quality Image Deblurring

Image Deblurring using Generative Adversarial Networks

Paper | Project Page | Video

Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer

Accepted by CVPR 2022