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] Official repository of FMA-Net

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

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

[ECCV 2024] 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

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

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

PyTorch library for solving imaging inverse problems using deep learning

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

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

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.