image-deraining · GitHub Topics

[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 transformer PyTorch low-level-vision cvpr2022 high-resolution efficient-transformers

Python 2.16 k

1 年前

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

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

cvpr2020 机器视觉 low-level-vision super-resolution image-reconstruction image-deraining image-deblurring image-restoration image-denoising image-enhancement image-quality-assessment cvpr2021 Frame Interpolation cvpr2024 图像处理 image-compression

1.43 k

7 天前

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 机器视觉 image-restoration multistage-network progressive-restoration PyTorch cvpr2021

Python 1.31 k

1 年前

ZhendongWang6 / Uformer

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

深度学习 PyTorch image-restoration image-denoising image-deblurring image-deraining

Python 881

4 个月前

Algolzw / daclip-uir

#计算机科学#[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 image-deblurring image-denoising image-deraining low-level-vision PyTorch 深度学习

Python 775

1 年前

va1shn9v / PromptIR

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

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

Python 439

1 年前

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

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

eccv2020 机器视觉 low-level-vision image-reconstruction super-resolution image-deraining image-deblurring image-denoising image-restoration image-enhancement image-quality-assessment eccv2024 eccv eccv-2020 图像处理

341

7 天前

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

Python 324

3 年前

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

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

Generative Adversarial Network super-resolution iccv2021 image-manipulation image-generation image-to-image-translation Frame Interpolation image-denoising image-enhancement 机器视觉 image-deblurring image-deraining

226

3 天前

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

A Collection of Low Level Vision Research Groups

机器视觉 cvpr Frame Interpolation image-colorization image-deblurring image-denoising image-deraining image-enhancement image-inpainting 图像处理 image-quality-assessment image-restoration image-super-resolution low-level-vision

215