XPixelGroup / BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
☆7,379Updated 9 months ago
Alternatives and similar repositories for BasicSR:
Users that are interested in BasicSR are comparing it to the libraries listed below
- Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR☆3,131Updated 6 months ago
- Collect super-resolution related papers, data, repositories☆2,731Updated last month
- SwinIR: Image Restoration Using Swin Transformer (official repository)☆4,797Updated 11 months ago
- ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.☆6,298Updated 2 years ago
- Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformab…☆1,520Updated 3 years ago
- OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs,…☆7,131Updated 8 months ago
- PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)☆2,503Updated 2 years ago
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration☆1,332Updated 10 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
- A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.☆1,651Updated 4 years ago
- PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"☆1,427Updated 3 weeks ago
- VRT: A Video Restoration Transformer (official repository)☆1,432Updated last year
- The state-of-the-art image restoration model without nonlinear activation functions.☆2,473Updated 9 months ago
- A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial …☆1,217Updated 9 months ago
- Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network☆3,406Updated last year
- A collection of high-impact and state-of-the-art SR methods☆1,873Updated last year
- Real-World Super-Resolution via Kernel Estimation and Noise Injection☆796Updated 3 years ago
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆1,996Updated 8 months ago
- Handy image viewer based on PyQt5. Convenient for viewing and comparing :-)☆609Updated 7 months ago
- 🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.☆4,728Updated 4 months ago
- PyTorch implementation of Image Super-Resolution Using Deep Convolutional Networks (ECCV 2014)☆591Updated 6 years ago
- Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution☆1,509Updated 2 years ago
- Real-World Super-Resolution via Kernel Estimation and Noise Injection☆783Updated 4 years ago
- Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"☆966Updated last year
- [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
- Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)☆711Updated last year
- collection of super-resolution models & algorithms☆746Updated 6 years ago
- [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.☆1,264Updated last year
- Image Deblurring using Generative Adversarial Networks☆2,587Updated 5 years ago
- A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision☆1,269Updated 2 weeks ago