Image Deblurring using Generative Adversarial Networks

A curated list of resources for Image and Video Deblurring

AI for GNU Image Manipulation Program

VRT: A Video Restoration Transformer (official repository)

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

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

Repository for Scale-recurrent Network for Deep Image Deblurring

Deep Multi-scale CNN for Dynamic Scene Deblurring

[CVPR 2024, Oral 0.78%] Official repository of FMA-Net

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

[ECCV2020 Spotlight] Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.

PyTorch library for solving imaging inverse problems using deep learning