image-deraining

There are 3 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.
image-restoration image-deraining image-deblurring defocus-deblurring motion-deblurring transformer pytorch low-level-vision cvpr2022 high-resolution efficient-transformers
Language:Python 1573
swz30 / MPRNet
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
image-deblurring image-denoising image-deraining low-level-vision computer-vision image-restoration multistage-network progressive-restoration pytorch cvpr2021 cvpr21 cvpr-2021
Language:Python 1121
Kobaayyy / Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision
A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
cvpr2020 computer-vision low-level-vision super-resolution image-reconstruction image-deraining image-dehazing image-deblurring image-restoration image-denoising image-enhancement image-quality-assessment image-demoireing cvpr2021 frame-interpolation cvpr2024 c-v-p-r image-processing image-compression
788
ZhendongWang6 / Uformer
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
deep-learning image-deblurring image-demoireing image-denoising image-deraining image-restoration pytorch
Language:Python 743
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.
diffusion-models image-restoration prompt vision-language face-inpainting image-deblurring image-dehazing image-denoising image-deraining image-desnowing jpeg-artifacts-removal low-level-vision low-light-image-enhancement shadow-removal pytorch deep-learning
Language:Python 559
va1shn9v / PromptIR
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
image-dehazing image-denoising image-deraining image-restoration low-level-vision pytorch
Language:Python 280
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. ⭐⭐⭐⭐⭐⭐
image-deblurring image-denoising image-deraining image-restoration image-super-resolution
Language:Python 267
Kobaayyy / Awesome-ICCV2021-Low-Level-Vision
A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation
gan super-resolution iccv2021 image-manipulation image-generation image-to-image-translation frame-interpolation image-denoising image-enhancement image-transfer computer-vision image-deblurring image-deraining
209
zhangyi-3 / KBNet
KBNet: Kernel Basis Network for Image Restoration
image-deblurring image-denoising image-deraining image-restoration low-level-vision
Language:Python 178
Kobaayyy / Awesome-ECCV2020-Low-Level-Vision
A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction
eccv2020 computer-vision low-level-vision image-reconstruction super-resolution image-deraining image-dehazing image-deblurring image-denoising image-restoration image-enhancement image-demoireing image-impainting image-quality-assessment
162
Kobaayyy / Awesome-Low-Level-Vision-Research-Groups
A Collection of Low Level Vision Research Groups
computer-vision cvpr frame-interpolation image-colorization image-deblurring image-dehazing image-denoising image-deraining image-enhancement image-inpainting image-processing image-quality-assessment image-restoration image-super-resolution low-level-vision research-groups
93
c-yn / SFNet
[ICLR 2023] Selective Frequency Network for Image Restoration
computer-vision defocus-deblurring iclr2023 image-dehazing image-deraining image-restoration motion-deblurring pytorch frequency-selection image-desnowing
Language:Python 84
FanChiMao / CMFNet
Compound Multi-branch Feature Fusion for Real Image Restoration
image-restoration image-deblurring image-dehazing image-deraining attention unet
Language:Python 78
c-yn / AdaIR
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
image-deblurring image-dehazing image-denoising image-deraining low-light-image-enhancement pytorch all-in-one-image-restoration
Language:Python 73
jiexiaou / IDT
Official repository for the paper "Image Deraining Transformer".
deep-learning image-deraining image-restoration pytorch transformer
Language:Python 39
c-yn / FSNet
[TPAMI] Image Restoration via Frequency Selection
image-deblurring image-dehazing image-deraining image-desnowing image-restoration pytorch tpami2023 image-denoising
Language:Python 30
c-yn / ChaIR
[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration
image-deblurring image-dehazing image-deraining image-desnowing image-restoration knowledge-based-systems pytorch
Language:Python 28
saeed-anwar / R2Net
Pytorch code for "Attention Based Real Image Restoration", IEEE Transactions on Neural Networks and Learning Systems, 2021
image-denoise image-denoising image-deraining jpeg-removal raindrop-removal real-image-denoising
18
FanChiMao / SRMNet-thesis
Image Restoration thesis
image-deblurring image-dehazing image-denoising image-deraining image-enhancement image-restoration image-retouching
Language:Python 8
MohsenAmiri79 / Progressive-Attention-based-Single-Image-Deraining
A single image deraining training and testing code with detailed explanations.
attention-mechanism autoencoder computer-vision image-deraining image-restoration pytorch pytorch-implementation pytorch-lightning rain-removal single-image-deraining
4
CSer-Tang-hao / TCRN-Deraining
A PyTorch implementation of Learning a Tree-Structured Channel-Wise Refinement Network for Efficient Image Deraining, ICME, 2021
image-deraining
3
Vrushank264 / Image-deraining
Remove rain from the images.
image-deraining image-enhancement image-processing
Language:Python 2
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
image-deraining image-restoration pytorch pytorch-model restormer transformers vision-transformers
Language:Python 0