cszn / KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
☆3,131Updated 6 months ago
Alternatives and similar repositories for KAIR:
Users that are interested in KAIR are comparing it to the libraries listed below
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆1,996Updated 8 months ago
- Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!☆1,279Updated last year
- Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)☆681Updated 2 years ago
- Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)☆882Updated last year
- [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.☆1,264Updated last year
- Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResN…☆7,379Updated 8 months ago
- Collect super-resolution related papers, data, repositories☆2,731Updated last month
- Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)☆711Updated last year
- A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision☆1,253Updated 2 weeks ago
- PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"☆1,427Updated 2 weeks ago
- Collection of popular and reproducible image denoising works.☆2,449Updated 3 years ago
- A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.☆1,651Updated 4 years ago
- A collection of high-impact and state-of-the-art SR methods☆1,873Updated last year
- VRT: A Video Restoration Transformer (official repository)☆1,432Updated last year
- [ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, an…☆689Updated last year
- Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformab…☆1,520Updated 3 years ago
- A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial …☆1,217Updated 8 months ago
- [CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".☆854Updated 3 weeks ago
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration☆1,332Updated 10 months ago
- Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)☆1,545Updated 3 years ago
- [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wan…☆1,093Updated 2 years ago
- The state-of-the-art image restoration model without nonlinear activation functions.☆2,466Updated 9 months ago
- PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)☆2,503Updated 2 years ago
- awesome image and video denoising, state of the art networks☆618Updated last year
- [CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution☆776Updated 2 years ago
- One-paper-one-short-contribution-summary of all latest image/burst/video Denoising papers with code & citation published in top conferenc…☆459Updated last year
- [CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazin…☆1,050Updated last year
- Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)☆1,315Updated 3 years ago
- A curated list of image inpainting and video inpainting papers and resources☆2,028Updated 5 months ago
- Real-World Super-Resolution via Kernel Estimation and Noise Injection☆796Updated 3 years ago