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image-deraining

Here are 30 public repositories matching this 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.

pytorch transformer high-resolution image-restoration image-deblurring motion-deblurring low-level-vision defocus-deblurring image-deraining efficient-transformers cvpr2022

Updated Aug 16, 2024
Python

Kobaayyy / Awesome-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision

Updated Jul 1, 2025

swz30 / MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

computer-vision pytorch image-denoising image-restoration image-deblurring low-level-vision multistage-network image-deraining cvpr2021 progressive-restoration cvpr21 cvpr-2021

Updated Apr 18, 2024
Python

ZhendongWang6 / Uformer

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

deep-learning pytorch image-denoising image-restoration image-deblurring image-demoireing image-deraining

Updated Mar 21, 2025
Python

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.

deep-learning prompt pytorch image-denoising image-restoration image-deblurring low-level-vision shadow-removal image-dehazing face-inpainting vision-language diffusion-models low-light-image-enhancement image-deraining jpeg-artifacts-removal image-desnowing all-in-one-image-restoration

Updated Aug 7, 2024
Python

va1shn9v / PromptIR

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

pytorch image-denoising image-restoration low-level-vision image-dehazing image-deraining

Updated Apr 28, 2024
Python

Kobaayyy / Awesome-ECCV2024-ECCV2020-Low-Level-Vision

A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision

computer-vision image-reconstruction image-processing super-resolution image-denoising image-restoration image-deblurring image-enhancement eccv image-quality-assessment low-level-vision image-dehazing image-demoireing eccv2020 eccv-2020 image-deraining image-impainting eccv2024 eccv-2024

Updated Jun 18, 2025

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-denoising image-restoration image-deblurring image-super-resolution image-deraining

Updated May 24, 2022
Python

Kobaayyy / Awesome-ICCV2025-ICCV2021-Low-Level-Vision

A Collection of Papers and Codes for ICCV2025/ICCV2021 Low Level Vision

computer-vision gan image-manipulation image-generation super-resolution image-denoising image-deblurring image-to-image-translation image-enhancement image-transfer frame-interpolation image-deraining iccv2021 iccv2025

Updated Jul 1, 2025

zhangyi-3 / KBNet

KBNet: Kernel Basis Network for Image Restoration

image-denoising image-restoration image-deblurring low-level-vision image-deraining

Updated Mar 23, 2023
Python

Kobaayyy / Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

computer-vision image-processing image-colorization image-inpainting cvpr image-denoising image-restoration image-deblurring image-enhancement image-super-resolution frame-interpolation image-quality-assessment low-level-vision image-dehazing research-groups image-deraining

Updated Apr 2, 2025

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

c-yn / AdaIR

[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

pytorch image-denoising image-deblurring image-dehazing low-light-image-enhancement image-deraining all-in-one-image-restoration

Updated May 7, 2025
Python

c-yn / SFNet

[ICLR 2023] Selective Frequency Network for Image Restoration

computer-vision pytorch image-restoration motion-deblurring image-dehazing defocus-deblurring image-deraining iclr2023 image-desnowing frequency-selection

Updated Feb 5, 2025
Python

c-yn / ConvIR

Revitalizing Convolutional Network for Image Restoration

image-restoration motion-deblurring image-dehazing defocus-deblurring image-deraining image-desnowing

Updated Feb 5, 2025
Python

leonmakise / ProRes

ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration

image-denoising image-deblurring low-level-vision image-dehazing image-deraining prompt-learning visual-prompt low-light-enhancement all-in-one-model

Updated Oct 31, 2024
Python

FanChiMao / CMFNet

Compound Multi-branch Feature Fusion for Real Image Restoration

attention unet image-restoration image-deblurring image-dehazing image-deraining

Updated Aug 16, 2024
Python

c-yn / FSNet

[TPAMI] Image Restoration via Frequency Selection

pytorch image-denoising image-restoration image-deblurring image-dehazing image-deraining tpami2023 image-desnowing

Updated Feb 5, 2025
Python

jiexiaou / IDT

Official repository for the paper "Image Deraining Transformer".

deep-learning pytorch transformer image-restoration image-deraining

Updated Oct 4, 2022
Python

c-yn / ChaIR

[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration

pytorch image-restoration knowledge-based-systems image-deblurring image-dehazing image-deraining image-desnowing

Updated Jun 17, 2024
Python

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