A curated list of resources for Image and Video Deblurring
Image Deblurring using Generative Adversarial Networks
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.
DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
Repository for Scale-recurrent Network for Deep Image Deblurring
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
[CVPR 2024 Oral] Official repository of FMA-Net
[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository
This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023
AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!
[AAAI 2025] Event-Enhanced Blurry Video Super-Resolution
Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
CVPR 2025 DarkIR: Robust Low-Light Image Restoration - State of the art low light deblurring. NTIRE 2025 Best Method. [Official PyTorch Implementation]
ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.
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