image-deraining
There are 23 repositories under image-deraining topic.
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.
swz30/MPRNet
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision
A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
ZhendongWang6/Uformer
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
Algolzw/daclip-uir
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
va1shn9v/PromptIR
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
murufeng/FUIR
A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
Kobaayyy/Awesome-ICCV2021-Low-Level-Vision
A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation
zhangyi-3/KBNet
KBNet: Kernel Basis Network for Image Restoration
Kobaayyy/Awesome-ECCV2020-Low-Level-Vision
A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups
A Collection of Low Level Vision Research Groups
c-yn/SFNet
[ICLR 2023] Selective Frequency Network for Image Restoration
FanChiMao/CMFNet
Compound Multi-branch Feature Fusion for Real Image Restoration
c-yn/AdaIR
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
jiexiaou/IDT
Official repository for the paper "Image Deraining Transformer".
c-yn/ChaIR
[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration
c-yn/FSNet
[TPAMI] Image Restoration via Frequency Selection
saeed-anwar/R2Net
Pytorch code for "Attention Based Real Image Restoration", IEEE Transactions on Neural Networks and Learning Systems, 2021
FanChiMao/SRMNet-thesis
Image Restoration thesis
MohsenAmiri79/Progressive-Attention-based-Single-Image-Deraining
A single image deraining training and testing code with detailed explanations.
CSer-Tang-hao/TCRN-Deraining
A PyTorch implementation of Learning a Tree-Structured Channel-Wise Refinement Network for Efficient Image Deraining, ICME, 2021
Vrushank264/Image-deraining
Remove rain from the images.
MohsenAmiri79/PASTormer
An image restoration framework (Image Deraining code has been implemented) based on the Restormer model as a back-bone. This is an early idea in my "Attending to the past" research project. This model with roughly the same amount of learnable parameters shows better performance under the same training methods