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

• UpdatedJun 9, 2023
• Python

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

• UpdatedSep 11, 2024
• TypeScript

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

• UpdatedJul 23, 2024
• Python

DerainZoo for collecting deraining methods, datasets, and codes.

• UpdatedMay 27, 2022

Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]

• UpdatedFeb 23, 2023
• Python

Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset (CVPR'19)

• UpdatedAug 30, 2021
• Jupyter Notebook

PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)

• UpdatedAug 21, 2024
• Python

Pytorch Code for the paper TransWeather - CVPR 2022

• UpdatedSep 6, 2022
• Python

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

• UpdatedDec 10, 2019
• Python

[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

• UpdatedMar 31, 2023
• Python

[ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation

• UpdatedMar 12, 2025
• Python

[ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer

• UpdatedOct 10, 2024
• Python

Single Image Deraining: A Comprehensive Benchmark Analysis

• UpdatedJan 5, 2021

[CVPR 2022] Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model

• UpdatedSep 3, 2022
• Python

[ICCV'23] Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

• UpdatedSep 13, 2024
• Python

Implementation of MAXIM in TensorFlow.

• UpdatedJul 2, 2023
• Jupyter Notebook

Code for Blind Image Decomposition (BID) and Blind Image Decomposition network (BIDeN). ECCV, 2022.

• UpdatedSep 19, 2024
• Python

A PyTorch implementation of Restormer based on CVPR 2022 paper "Restormer: Efficient Transformer for High-Resolution Image Restoration"

• UpdatedAug 1, 2022
• Python

This paper is accepted by ICCV 2021.

• UpdatedApr 28, 2024
• Python

[ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.

• UpdatedJan 14, 2025
• Python