Collect super-resolution related papers, data, repositories
☆3,012Feb 5, 2026Updated last month
Alternatives and similar repositories for Awesome-Super-Resolution
Users that are interested in Awesome-Super-Resolution are comparing it to the libraries listed below
Sorting:
- Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResN…☆8,123Jul 21, 2024Updated last year
- A collection of high-impact and state-of-the-art SR methods☆1,896Jun 20, 2023Updated 2 years ago
- A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.☆1,684Sep 11, 2020Updated 5 years ago
- PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)☆2,606Jan 3, 2023Updated 3 years ago
- A curated list of awesome super-resolution resources.☆383Sep 10, 2019Updated 6 years ago
- Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR☆3,430Oct 2, 2024Updated last year
- PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"☆1,483Apr 1, 2025Updated 11 months ago
- OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs,…☆7,397Aug 6, 2024Updated last year
- Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model (ICCV 2019)☆475Oct 27, 2020Updated 5 years ago
- Residual Feature Distillation Network for Lightweight Image Super-Resolution☆390Feb 17, 2024Updated 2 years ago
- Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019, Winner Award of ICCVW AIM 2019 Constrained S…☆455Dec 17, 2023Updated 2 years ago
- ☆356Mar 2, 2022Updated 4 years ago
- Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!☆1,353Apr 12, 2024Updated last year
- CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer TPAMI - HAT: Hybrid Attention Transformer for Image Restoration☆1,489Jun 2, 2024Updated last year
- Training and Testing codes for our paper "Real-world Image Super-resolution via Domain-distance Aware Training"☆241Oct 12, 2021Updated 4 years ago
- Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)☆906Sep 3, 2025Updated 6 months ago
- A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision☆1,575Updated this week
- Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution☆441Jan 21, 2024Updated 2 years ago
- A Collection of Papers and Codes in CVPR2023/2022 about low level vision☆663Mar 1, 2024Updated 2 years ago
- Rethinking Data Augmentation for Image Super-resolution (CVPR 2020)☆389Jul 25, 2024Updated last year
- SwinIR: Image Restoration Using Swin Transformer (official repository)☆5,355May 14, 2024Updated last year
- Second-order Attention Network for Single Image Super-resolution (CVPR-2019)☆577Mar 19, 2020Updated 5 years ago
- Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)☆453Oct 12, 2021Updated 4 years ago
- ☆204Aug 30, 2020Updated 5 years ago
- (ECCV2020 Workshops) Efficient Image Super-Resolution Using Pixel Attention.☆325Mar 20, 2025Updated 11 months ago
- This is an official implementation of Unfolding the Alternating Optimization for Blind Super Resolution☆232Mar 13, 2024Updated last year
- Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021☆384Nov 15, 2021Updated 4 years ago
- Real-World Super-Resolution via Kernel Estimation and Noise Injection☆821Jan 16, 2022Updated 4 years ago
- Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.☆238May 13, 2023Updated 2 years ago
- [CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution☆416Jun 17, 2022Updated 3 years ago
- Meta-SR: A Magnification-Arbitrary Network for Super-Resolution (CVPR2019)☆575Dec 31, 2020Updated 5 years ago
- Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformab…☆1,561Aug 9, 2021Updated 4 years ago
- Pytorch code for our paper "Feedback Network for Image Super-Resolution" (CVPR2019)☆552Dec 17, 2019Updated 6 years ago
- [ECCV 2020, IJCV 2022] Invertible Image Rescaling☆651Apr 6, 2023Updated 2 years ago
- PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020)…☆407Mar 4, 2021Updated 5 years ago
- [CVPR 2021] Exploring Sparsity in Image Super-Resolution for Efficient Inference☆239Oct 18, 2021Updated 4 years ago
- PyTorch code for our paper "Lightweight Image Super-Resolution with Adaptive Weighted Learning Network"☆158Jul 30, 2019Updated 6 years ago
- computational zoom from raw sensor data☆333May 3, 2025Updated 10 months ago
- (CVPR2021) ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic☆374Mar 23, 2025Updated 11 months ago