There are 3 repositories under superresolution topic.
A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"
Waifu2x-ios port to macOS, still in Core ML and Metal
Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch
Super Resolution datasets and models in Pytorch
A PyTorch implementation of widely-used bicubic interpolation, which is fully compatible with MATLAB.
Sensifai image and video enhancement module on mobiles
[IEEE TGRS] DIP-HyperKite: Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction
Chainer implementation of Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Tensorflow with Image Super-Resolution Using Dense Skip Connections , color
TensorFlow code for ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
SRGAN (super resolution generative adversarial networks) with WGAN loss function in TensorFlow
This repository is as a research project in the field of super resolution. It uses RDN as the generator and spectral norm is used in discriminator.
PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN
In this project I have used an convolution neural network with perceptual loss to convert low res image into high res image.
百度智能云iOS播放器SDK
TensorFlow Implementation of "Fast and Accurate Single Image Super-Resolution via Information Distillation Network" (CVPR 2018)
Implementate super resolution in deep learning
Edge and Identity Preserving Network for Face Super-Resolution (EIPNet, Neurocomputing2021)
Implementation of paper Deep Back Projection Network paper
Super Resolution of low resolution Images in PyTorch
PyTorch implementation of "Deep Bilateral Learning for Stereo Image Super-Resolution", IEEE Signal Processing Letters.
图像超分辨率论文集锦/A paper list of Image Super-Resolution.
Image Enhancement, Contrast, Illumination, Saturation Adjustment and Noise Reduction and Upscaling with GANs.
Superresolution visualization of 3D protein localization data from a range of microscopes
TensorFlow implementation of "Accurate Image Super-Resolution Using Very Deep Convolutional Network" (CVPR 2016)
2020-1학기 모바일프로그래밍 TermProject
EDSR with depthwise separable convolution
Super resolution using a CNN, based on the work of the DGtal team