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.
☆6,868Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for BasicSR
- Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR☆2,962Updated last month
- Collect super-resolution related papers, data, repositories☆2,534Updated last month
- OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs,…☆6,950Updated 3 months ago
- SwinIR: Image Restoration Using Swin Transformer (official repository)☆4,460Updated 6 months ago
- ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.☆6,031Updated 2 years ago
- Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformab…☆1,497Updated 3 years ago
- Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!☆1,214Updated 7 months ago
- PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)☆2,442Updated last year
- A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.☆1,626Updated 4 years ago
- VRT: A Video Restoration Transformer (official repository)☆1,372Updated last year
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer Arxiv - HAT: Hybrid Attention Transformer for Image Restoration☆1,240Updated 5 months ago
- 🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.☆4,660Updated 8 months ago
- PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"☆1,389Updated 6 months ago
- Handy image viewer based on PyQt5. Convenient for viewing and comparing :-)☆583Updated 2 months ago
- Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"☆920Updated last year
- A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial …☆1,164Updated 4 months ago
- The state-of-the-art image restoration model without nonlinear activation functions.☆2,248Updated 4 months ago
- [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.☆1,184Updated 7 months ago
- [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, d…☆1,806Updated 3 months ago
- A collection of high-impact and state-of-the-art SR methods☆1,847Updated last year
- Real-World Super-Resolution via Kernel Estimation and Noise Injection☆786Updated 2 years ago
- Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)☆916Updated 3 years ago
- Real-World Super-Resolution via Kernel Estimation and Noise Injection☆759Updated 4 years ago
- Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch☆3,613Updated last year
- LPIPS metric. pip install lpips☆3,695Updated 4 months ago
- Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network☆3,327Updated 8 months ago
- Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)☆864Updated last year
- Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)☆1,271Updated 3 years ago
- FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.☆846Updated 8 months ago
- PyTorch implementation of Image Super-Resolution Using Deep Convolutional Networks (ECCV 2014)☆543Updated 5 years ago