Beast code in Giters

yushanla's starred repositories

BasicSR

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.

Language:PythonApache-2.0653600

DASR

[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution

Language:PythonMIT38600

ZSSR

"Zero-Shot" Super-Resolution using Deep Internal Learning

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RFDN

Residual Feature Distillation Network for Lightweight Image Super-Resolution

Language:PythonMIT35300

DRN

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

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Super_Solution

参考论文：Guo Y, Chen J, Wang J, et al. Closed-loop matters: Dual regression networks for single image super-resolution[C]//Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2020: 5407-5416.

Language:PythonMIT900

PCS

Boosting Single Image Super-Resolution via Partial Channel Shifting.

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MFRAN

Image super-resolution with multi-scale fractal residual attention network(Pytorch)

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EDSR-PyTorch

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

Language:PythonMIT241300

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Language:PythonMIT282200

HAN

PyTorch code for our ECCV 2020 paper "Single Image Super-Resolution via a Holistic Attention Network"

Language:PythonApache-2.016600

SAN

Second-order Attention Network for Single Image Super-resolution (CVPR-2019)

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RCAN

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

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pytorch-edsr

Pytorch implementation for EDSR (CVPR2017)

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SRDenseNet-pytorch

SRDenseNet-pytorch（ICCV_2017）

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ESPCN

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"

Language:Python50400