Popular GitHub Repositories for Deblurring

Image Deblurring using Generative Adversarial Networks

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.

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

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

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

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

[ECCV 2024] "BAD-Gaussians: Bundle Adjusted Deblur Gaussian Splatting". ?Train a scene from real-world blurry images in minutes!

Deep learning in motion deblurring: current status, benchmarks and future prospects[J], The Visual Computer, 2024.

A Collection of Papers and Codes in ICCV2023/2021 about low level vision

Document Image Enhancement with GANs - TPAMI journal

Sharp Image Deblurring

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

A Keras implementation of image deblurring based on ICCV 2017 paper "Deep Generative Filter for motion deblurring"

NAFNet deblurring model inference using CoreML

[NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically

An unofficial Python (Numpy and Pytorch) implementation of "Polyblur: Removing mild blur by polynomial reblurring" by Mauricio Delbracio and collaborators.