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a-pytorch-tutorial-to-super-resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

akramkhatami

Config files for my GitHub profile.

bsrn

Blueprint Separable Residual Network for Efficient Image Super-Resolution

cannyedgepytorch

edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

esrganplus

ICASSP 2020 - ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network - ICPR 2020 - Tarsier: Evolving Noise Injection in Super-Resolution GANs

esrt

fmen

Lowest memory consumption and second shortest runtime in NTIRE 2022 challenge on Efficient Super-Resolution

image-restoration-using-srcnn

Deploying the super-resolution convolution neural network (SRCNN) using Keras

imdb_deepinvo

imdn

Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019, Winner Award of ICCVW AIM 2019 Constrained SR Track1&Track2)

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

mdf

Multi-scale discriminator feature-wise loss function

ntire2017

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

ntire2024_esr

Solution of the NTIRE 2024 Challenge on Efficient Super-Resolution

rdn

Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)

rfdn

Residual Feature Distillation Network for Lightweight Image Super-Resolution

rlfn

Winner of runtime track in NTIRE 2022 challenge on Efficient Super-Resolution

saldrn

selfexsr

Single Image Super-Resolution from Transformed Self-Exemplars (CVPR 2015)

srcnn-keras

swinir

SwinIR: Image Restoration Using Swin Transformer (official repository)

urnet

This repository is an official PyTorch implementation of the paper "URNet: An U-shaped Residual Network for Lightweight Image Super-resolution"．

wav2pix

Speech-conditioned face generation using Generative Adversarial Networks