GitHub topics: deraining
Ascend-Research/Turtle
[ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.
Language: Python - Size: 70.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 79 - Forks: 8
zs1314/CPRAformer
PyTorch code for our paper "Cross Paradigm Representation and Alignment Transformer for Image Deraining"
Language: Python - Size: 10.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 26 - Forks: 1
jiaqixuac/WResVLM
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models (ECCV 2024)
Language: Python - Size: 5.09 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 14 - Forks: 1
gy65896/OneRestore
[ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation
Language: Python - Size: 50.2 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 179 - Forks: 21
jerryp-hfut/DerainUNet-MindSpore
A UNet used for image deraindrop based on MindSpore.
Language: Python - Size: 1.05 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0
thekevinscott/UpscalerJS
Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.
Language: TypeScript - Size: 715 MB - Last synced at: 27 days ago - Pushed at: 8 months ago - Stars: 824 - Forks: 74
sayakpaul/maxim-tf
Implementation of MAXIM in TensorFlow.
Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 26 days ago - Pushed at: about 1 month ago - Stars: 138 - Forks: 18
IGITUGraz/WeatherDiffusion
Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]
Language: Python - Size: 39.1 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 375 - Forks: 34
google-research/maxim 📦
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
Language: Python - Size: 10.5 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1,043 - Forks: 113
nnUyi/DerainZoo
DerainZoo for collecting deraining methods, datasets, and codes.
Size: 324 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 489 - Forks: 94
zs1314/DMSR
Offical Pytorch Code for "Learning Dual-Domain Multi-Scale Representations for Single Image Deraining"
Language: Python - Size: 3.84 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0
sunshangquan/Histoformer
[ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer
Language: Python - Size: 3.41 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 164 - Forks: 11
ShugoYamashita/DFSSM
The official code of the ACCV 2024 paper "Image Deraining with Frequency-Enhanced State Space Model (DFSSM)"
Language: Python - Size: 4.22 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0
jiaqixuac/WeatherNet
Weather30K & WeatherNet
Size: 1000 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
Ephemeral182/ECCV24_T3-DiffWeather
[ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint
Language: Python - Size: 234 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 22 - Forks: 0
RICKand-MORTY/WeatherRemover
Source Code for WeatherRemover
Language: Python - Size: 3.14 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0
Ephemeral182/UDR-S2Former_deraining
[ICCV'23] Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks
Language: Python - Size: 162 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 129 - Forks: 7
ztMotaLee/Regformer
Official implementation of our paper "Diving Deep into Regions: Exploiting Regional Information Transformer for Single Image Deraining."
Language: Python - Size: 4.27 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1
XLearning-SCU/2022-CVPR-AirNet
PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)
Language: Python - Size: 35.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 157 - Forks: 20
sunsean21/Event-Aware-Video-Deraining
Code for Event-Aware Video Deraining via Multi-Patch Progressive Learning
Language: Python - Size: 11.1 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 9 - Forks: 0
weitingchen83/PMS-Net
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
Language: Python - Size: 3.01 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 19 - Forks: 14
liaohaofu/adn
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
Language: Python - Size: 45.1 MB - Last synced at: 9 months ago - Pushed at: over 5 years ago - Stars: 165 - Forks: 39
ShugoYamashita/MPDAC
The official code of the IEEE Access paper Multiple Adverse Weather Removal Using Masked-Based Pre-Training and Dual-Pooling Adaptive Convolution (MPDAC)
Language: Jupyter Notebook - Size: 58 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
weitingchen83/JSTASR-DesnowNet-ECCV-2020
This is the project page of our paper which has been published in ECCV 2020.
Language: Python - Size: 7.35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 10
weitingchen83/ICCV2021-Single-Image-Desnowing-HDCWNet
This paper is accepted by ICCV 2021.
Language: Python - Size: 12.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 62 - Forks: 8
Algolzw/image-restoration-sde
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
Language: Python - Size: 47.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 339 - Forks: 19
MyNameIsPHP/JORDER-E-Installation
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.
Language: Python - Size: 13.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0
abdullahahsann/VideoEnhancementForSurviellance
Video Enhancement For Surveillance
Size: 34 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 1
meton-robean/Multi-Gans-Deraining
多层次Gans的coarse-to-fine deraining model
Language: Python - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1
hhb072/MOSS
Memory Oriented Transfer Learning for Semi-Supervised Image Deraining
Language: Python - Size: 4.98 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 2
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
Language: Python - Size: 10.5 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 149 - Forks: 20
panda-lab/Single-Image-Deraining
Single Image Deraining: A Comprehensive Benchmark Analysis
Size: 15.2 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 154 - Forks: 23
stevewongv/SPANet
Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset (CVPR'19)
Language: Jupyter Notebook - Size: 3.04 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 191 - Forks: 54
hhb072/SWAL
Selective Wavelet Attention Learning for Single Image Deraining
Language: Python - Size: 5.4 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 3
JunlinHan/BID
Code for Blind Image Decomposition (BID) and Blind Image Decomposition network (BIDeN). ECCV, 2022.
Language: Python - Size: 5.3 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 90 - Forks: 7
tabathaviso/deraining-tools
Using a Convolutional Variational Autoencoder (CVAE) architecture to remove raindrop blurs from images, specifically targeting blurs that represent 40-60% of image area
Size: 13.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
ZJLAB-AMMI/Restormer-Plus
Code to implement Restormer-Plus, the Runner-up Solution to the GT-RAIN Challenge (CVPR 2023 UG2+ Track 3)
Language: Python - Size: 38.1 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1
hardiknahata/SwinStormer
A Novel Deep Learning Architecture for Single Image Deraining
Language: Python - Size: 1.16 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
AshutoshKulkarni4998/UMWTransformer
Inference code for "Unified Multi-Weather Transformer for Multi-Weather Image Restoration".
Language: Python - Size: 1.87 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1
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
Language: Python - Size: 11.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 93 - Forks: 12
yubin1219/Deraindrop
Visual Attentive GAN Project
Language: Python - Size: 40.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2
weitingchen83/Dehazing-PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal-TIP-2020
This is the source code of PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal which has been accepted by IEEE Transaction on Image Processing 2020.
Language: Python - Size: 1.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 10
jeya-maria-jose/TransWeather
Pytorch Code for the paper TransWeather - CVPR 2022
Language: Python - Size: 705 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 85 - Forks: 30
leftthomas/Restormer
A PyTorch implementation of Restormer based on CVPR 2022 paper "Restormer: Efficient Transformer for High-Resolution Image Restoration"
Language: Python - Size: 11.3 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 35 - Forks: 10
vztu/MAXIM
[CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/maxim
Size: 42 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 20 - Forks: 1
nnUyi/Low-Level-Vision-Zoo
A low-level vision zoo for dehazing, deblurring, denoising, deraining, inpainting, color enhancement, brightening, and super resolution .
Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 40 - Forks: 9
jeya-maria-jose/Derain_OUCD_Net
Official Pytorch Code for "Exploring Overcomplete Representations for Single Image Deraining using CNNs" - IEEE Journal of STSP
Language: Python - Size: 35.2 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 5
phonhay103/DRT Fork of YC-Liang/DRT
DRT: A Light Weight Deraining Recursive Transformer
Language: Python - Size: 112 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
phonhay103/Restormer Fork of swz30/Restormer
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
Language: Python - Size: 1.53 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
phonhay103/MPRNet Fork of swz30/MPRNet
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
Language: Python - Size: 12.7 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
phonhay103/HINet Fork of megvii-model/HINet
Language: Python - Size: 5.7 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
leftthomas/RCDNet
A PyTorch implementation of RCDNet based on CVPR 2020 paper "A Model-driven Deep Neural Network for Single Image Rain Removal"
Language: Python - Size: 7.38 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1
bupt-ai-cz/ANRN
Language: Python - Size: 47.9 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0
msdey/Mophological-Opening-Closing-Net Fork of ranjanZ/Mophological-Opening-Closing-Net
Language: Python - Size: 49.5 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
jacquelinelala/GFN-IJCV Fork of BookerDeWitt/GFN-IJCV
Gated Fusion Network for Degraded Image Super-Resolution (IJCV 2020).
Language: Python - Size: 847 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
