SwinIR: Image Restoration Using Swin Transformer (official repository)
☆5,612May 14, 2024Updated 2 years ago
Alternatives and similar repositories for SwinIR
Users that are interested in SwinIR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR☆3,527Oct 2, 2024Updated 2 years ago
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆2,660Oct 23, 2025Updated 11 months ago
- Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResN…☆8,396Jul 21, 2024Updated 2 years ago
- Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!☆1,390Apr 12, 2024Updated 2 years ago
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer TPAMI - HAT: Hybrid Attention Transformer for Image Restoration☆1,604Jun 2, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- VRT: A Video Restoration Transformer (official repository)☆1,553Sep 8, 2026Updated last month
- [CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".☆947Mar 21, 2025Updated last year
- The state-of-the-art image restoration model without nonlinear activation functions.☆3,198Jul 3, 2024Updated 2 years ago
- [ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop …☆695Aug 19, 2024Updated 2 years ago
- Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)☆834Dec 15, 2023Updated 2 years ago
- [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.☆1,397Apr 18, 2024Updated 2 years ago
- Collect super-resolution related papers, data, repositories☆3,102Aug 19, 2026Updated last month
- Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.☆37,127Aug 6, 2024Updated 2 years ago
- PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)☆2,630Jan 3, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution☆2,672Jul 12, 2024Updated 2 years ago
- Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch☆3,920Nov 4, 2023Updated 2 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆16,095Jul 24, 2024Updated 2 years ago
- OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs,…☆7,476Aug 6, 2024Updated 2 years ago
- PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"☆1,512Apr 1, 2025Updated last year
- ☆470Nov 14, 2022Updated 3 years ago
- Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)☆462Oct 10, 2022Updated 4 years ago
- ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS@2023 Spotlight, TPAMI@2024)☆1,434Jul 8, 2026Updated 3 months ago
- Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV…☆194Sep 29, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution☆794Jul 24, 2022Updated 4 years ago
- Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)☆784Nov 21, 2022Updated 3 years ago
- [ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model☆1,360Apr 25, 2024Updated 2 years ago
- [ECCV2022] Efficient Long-Range Attention Network for Image Super-resolution☆241Jul 20, 2022Updated 4 years ago
- [CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution☆423Jun 17, 2022Updated 4 years ago
- (CVPR2021) ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic☆379Mar 23, 2025Updated last year
- [ECCV 2024] codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior☆4,127Jul 29, 2025Updated last year
- [ICCV'23] Dual Aggregation Transformer for Image Super-Resolution☆546Nov 26, 2024Updated last year
- Official PyTorch code for Flow-based Kernel Prior with Application to Blind Super-Resolution (FKP, CVPR2021)☆150Sep 19, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- High-Resolution Image Synthesis with Latent Diffusion Models☆14,169Feb 29, 2024Updated 2 years ago
- Official PyTorch code for Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution (MANet, ICCV2021)☆177Sep 19, 2021Updated 5 years ago
- ☆421Mar 20, 2023Updated 3 years ago
- Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)☆1,393Aug 21, 2021Updated 5 years ago
- 🔎 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQ…☆3,420Updated this week
- Residual Feature Distillation Network for Lightweight Image Super-Resolution☆403Feb 17, 2024Updated 2 years ago
- PyTorch implementation of VSR-Transformer☆265Aug 14, 2021Updated 5 years ago