AI for GNU Image Manipulation Program

[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.

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

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

Densely Connected Pyramid Dehazing Network (CVPR'2018)

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

[CVPR 2023] | RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors

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

Pytorch Code for the paper TransWeather - CVPR 2022

[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

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

[ACCV22] Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal, https://arxiv.org/abs/2210.03061

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

Implementation of MAXIM in TensorFlow.

[CVPR'23] Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior

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

This paper is accepted by ICCV 2021.

Official PyTorch implementation of DW-GAN, 1st place solution of NTIRE 2021 NonHomogeneous Dehazing Challenge (CVPR Workshop 2021).

Solution for NTIRE2018 Image Dehazing Challenge & ACCV2018 Kangfu Mei et al.