DerainZoo for collecting deraining methods, datasets, and codes.

Image De-raining Using a Conditional Generative Adversarial Network

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

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

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

Memory Augment is All Your Need for image restoration(cloud,rain,shadow removal, low-light image enhancement, image deblur)即插即用提点的记忆模块

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

This paper is accepted by ICCV 2021.

Depth-Attentional Features for Single-Image Rain Removal and RainCityscapes Dataset | CVPR 2019

Code release for ”Video Rain Streak Removal By Multiscale Convolutional Sparse Coding”(CVPR2018)　

Should We Encode Rain as Deterministic or Stochastic? In ICCV 2017.

DGNL-Net and RainCityscapes

This is the source code of PMS-Net: Robust Haze Removal Based on Patch Map for Single Images which has been published in CVPR 2019 Long Beach

The official code of the ACCV 2024 paper "Image Deraining with Frequency-Enhanced State Space Model (DFSSM)"

Code release for "Online Rain/Snow Removal from Surveillance Videos (TIP2021)"

Raindrop-Removal Image Translation Using Target-Mask Network with Attention Module

A simple implementation using Deconv

Fast and practical image deraining with PyTorch. Removes rain streaks using UNet. 30.9 PSNR on Rain1400. Live demo on HuggingFace.

This is the installation, training and validating guide for the "Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks", TPAMI-2019.

A single image deraining training and testing code with detailed explanations.