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deraining

Here are 52 public repositories matching this topic...

google-research / maxim

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

image computer-vision architecture image-processing transformer mlp enhancement image-restoration restoration deblurring denoising dehazing image-enhancement low-level-vision deraining retouching

Updated Jun 9, 2023
Python

thekevinscott / UpscalerJS

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

ai tensorflow neural-networks upscale deblurring denoising dehazing image-enhancment tfjs deraining esrgan low-light-image-enhancement retouching super-resoluion

Updated Sep 11, 2024
TypeScript

Algolzw / image-restoration-sde

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

pytorch stochastic-differential-equations super-resolution inpainting image-restoration deblurring denoising dehazing deraining diffusion-models score-based

Updated Jul 23, 2024
Python

nnUyi / DerainZoo

DerainZoo for collecting deraining methods, datasets, and codes.

signal-processing codes papers rain-removal state-of-the-art deraining single-image-deraining video-based-deraining

Updated May 27, 2022

IGITUGraz / WeatherDiffusion

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

image-restoration dehazing diffusion-model deraining desnowing denoising-diffusion-models

Updated Feb 23, 2023
Python

stevewongv / SPANet

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

computer-vision cuda pytorch cupy low-level-vision pytorch-extension deraining cvpr2019

Updated Aug 30, 2021
Jupyter Notebook

vztu / maxim-pytorch

[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

image computer-vision architecture image-processing transformer mlp enhancement image-restoration restoration deblurring denoising dehazing image-enhancement low-level-vision deraining retouching

Updated Mar 31, 2023
Python

liaohaofu / adn

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

deep-neural-networks deep-learning medical-imaging medical-image-processing deblurring artifact-removal dehazing image-enhancement adn disentangled-representations deraining metal-artifact

Updated Dec 10, 2019
Python

XLearning-SCU / 2022-CVPR-AirNet

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

image-restoration denoising dehazing deraining

Updated Aug 21, 2024
Python

jeya-maria-jose / TransWeather

Pytorch Code for the paper TransWeather - CVPR 2022

computer-vision deep-learning transformers pytorch image-restoration dehazing low-level-vision deraining desnowing

Updated Sep 6, 2022
Python

panda-lab / Single-Image-Deraining

Single Image Deraining: A Comprehensive Benchmark Analysis

benchmark deraining cvpr2019 derain-dataset

Updated Jan 5, 2021

fingerk28 / Two-stage-Knowledge-For-Multiple-Adverse-Weather-Removal

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

image-processing haze-removal dehaze knowledge-distillation cvpr image-restoration rain-removal image-enhancement low-level-vision derain deraining heavy-rain raindrop-removal contrastive-learning snow-removal desnowing desnowing-algorithm desnow cvpr2022

Updated Sep 3, 2022
Python

sunshangquan / Histoformer

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

low-level image-restoration removal restoration dehazing low-level-vision image-dehazing deraining raindrop-removal all-weather desnowing image-deraining image-desnowing adverse-weather adverse-weather-removal

Updated Oct 10, 2024
Python

sayakpaul / maxim-tf

Implementation of MAXIM in TensorFlow.

computer-vision tensorflow keras conv enhancement deblurring denoising dehazing deraining gmlp all-mlp

Updated Jul 2, 2023
Jupyter Notebook

Ephemeral182 / UDR-S2Former_deraining

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

demo deep-learning transformer uncertainty-estimation image-restoration raindrop rain-removal deraining adverse-weather-condition iccv2023 rain-streak

Updated Sep 13, 2024
Python

JunlinHan / BID

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

computer-vision computer-graphics pytorch generative-adversarial-network dehaze computervision cityscapes image-decomposition rain-removal shadow-removal reflection-removal deraining deshadow raindrop-removal desnowing watermark-removal

Updated Sep 19, 2024
Python

gy65896 / OneRestore

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

pytorch image-restoration restoration dehazing eccv deraining low-light-image-enhancement desnowing eccv2024 imgae-enhancement

Updated Oct 29, 2024
Python

leftthomas / Restormer

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

pytorch transformer deraining

Updated Aug 1, 2022
Python

weitingchen83 / ICCV2021-Single-Image-Desnowing-HDCWNet

This paper is accepted by ICCV 2021.

haze-removal iccv image-restoration rain-removal dehazing image-enhancement low-level-vision deraining snow-removal desnowing desnowing-algorithm iccv2021

Updated Apr 28, 2024
Python

MinghanLi / MS-CSC-Rain-Streak-Removal

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

rain-removal deraining multiscale-convolutional-sparse-coding video-deraining

Updated Apr 10, 2023
MATLAB

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