#Super-resolution
Showing 60 of 73 repositories tagged #super-resolution, ranked by stars
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
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.
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic ๐ช: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
a cross-platform image super-resolution tool
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
SwinIR: Image Restoration Using Swin Transformer (official repository)
๐ Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
QualityScaler - image/video AI upscaler app
An Android application for super-resolution & interpolation. Contains RealSR-NCNN, SRMD-NCNN, RealCUGAN-NCNN, Real-ESRGAN-NCNN, Waifu2x-NCNN, Anime4kcpp, nearest, bilinear, bicubic, AVIR...
Converted CoreML Model Zoo.
A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
Efficient & Generic Video Super-Resolution
Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app
[NeurIPS 2025] 4KAgent: Agentic Any Image to 4K Super-Resolution. An intelligent computer vision agent that can magically restore any image to perfect-4K!
DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
[ECCV 2026] SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation
Image Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3
Lovely Real-ESRGAN / Real-CUGAN GUI Wrapper
A Python implementation of RAISR
Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)
A License Plate Image Reconstruction Project in Tensorflow2
A Collection of Papers and Codes for ECCV2026/ECCV2024/ECCV2020 Low Level Vision
A modern PyTorch implementation of SRGAN
a collection of computer vision projects&tools. ่ฎก็ฎๆบ่ง่งๆนๅ้กน็ฎๅๅทฅๅ ท้ๅใ
Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution
computational zoom from raw sensor data
Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agencyโs Kelvin competition. This is a ServiceNow Research project that was started at Element AI.
Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch
(CVPR 2025) Adversarial Diffusion Compression for Real-World Image Super-Resolution [PyTorch]
A Collection of Papers and Codes for ICCV2025/ICCV2021 Low Level Vision
Awesome Resources for Advanced Computer Vision Topics
A PyTorch Reimplementation of TecoGAN: Temporally Coherent GAN for Video Super-Resolution
Open source Python library for building bioimage analysis pipelines
Image, GIF and Video enlarger/upscaler achieved with waifu2x and Anime4K. [NO LONGER UPDATED]
Deep learning training framework for image super resolution and restoration.
NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.
Revisiting RCAN: Improved Training for Image Super-Resolution
core for Final2x
Official PyTorch implementation of "Deep Slow Motion Video Reconstruction with Hybrid Imaging System" (TPAMI)
Official TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution (CSSR) was accepted to international conference on MVA2021 (oral), and selected for the Best Practical Paper Award.
Open-source Library of Image Super-Resolution Models, Datasets, and Metrics for Benchmarking or Pretrained Use
The official repository of BFSR: "Boosting Flow-based Generative Super-Resolution Models via Learned Prior" [CVPR 2024]
AI Upscaler for Blender using Real-ESRGAN
Super Resolution of picture images using deep learning
Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)
Official repository of "Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution"