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The Top 15 Single Image Super Resolution Open Source Projects

Open source projects categorized as Single Image Super Resolution
Categories > Single Image Super Resolution
Singan ⭐ 3,129
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
most recent commit 2 years ago
Super Resolution ⭐ 1,441
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
most recent commit 2 years ago
Ircnn ⭐ 574
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
most recent commit 3 years ago
Fast Srgan ⭐ 559
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
most recent commit a year ago
Keras Srgan ⭐ 153
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
most recent commit 5 years ago
Eccv_aeris ⭐ 41
[ECCV 2022] Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection
most recent commit 10 months ago
Tc Youkuvsre ⭐ 20
天池2019阿里巴巴优酷视频增强和超分辨率挑战赛自用代码，EDVR、WDSR、ESRGAN三个模型。
most recent commit 5 years ago
San_pytorch ⭐ 19
Second-order Attention Network for Single Image Super-resolution (CVPR-2019)
most recent commit a year ago
Fenet Pytorch ⭐ 12
PyTorch implementation of Frequency-based Enhancement Network for Efficient Super-Resolution. (IEEE Access2022)
most recent commit a year ago
Idn Tensorflow ⭐ 12
TensorFlow Implementation of "Fast and Accurate Single Image Super-Resolution via Information Distillation Network" (CVPR 2018)
most recent commit 4 years ago
Usisresnet ⭐ 12
This repository includes code of training/testing of our work published in NTIRE-2020 workshop titled "Unsupervised Single Image Super-Resolution Network (USISResNet) for Real-World Data Using Generative Adversarial Network".
most recent commit 2 years ago
Divanet ⭐ 9
PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)
most recent commit a year ago
Demo_wsi_superres ⭐ 8
WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.
most recent commit 3 years ago
Supernovasr ⭐ 6
Explore Super Image Resolution through sophisticated degradation modeling. Explore this approach to enhance real image quality and elevate your image enhancement capabilities
most recent commit 3 months ago
Uniwin ⭐ 5
PyTorch implementation of Uniwin("Image Super-resolution with Unified Window Attention".
most recent commit 7 months ago
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