DengZeshuai

SRTTA

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

BasicSR

Basic Super-Resolution codes for development. Includes ESRGAN, SFT-GAN for training and testing.

BSRDM

Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel (CVPR, 2022) (Pytorch)

CinCGAN-pytorch

Unofficial Implementation of "Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks" in CVPR 2018.

ClassSR

(CVPR2021) ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic

DBPN-Pytorch

Deep Back-Projection Networks for Super-Resolution

DiffPIR

"Denoising Diffusion Models for Plug-and-Play Image Restoration", Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, Luc Van Gool.

docker-hub

to build images from foreign

EDSR-PyTorch

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

EDVR

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

enas-pytorch-1

"Efficient Neural Architecture Search via Parameter Sharing" implementation in PyTorch

ESRGAN

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution (Third Region)

FKP

Official PyTorch code for Flow-based Kernel Prior with Application to Blind Super-Resolution (FKP, CVPR2021)

future-consumption-prediction

HRNet-Facial-Landmark-Detection

This is an official implementation of facial landmark detection for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

KAIR

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

KernelGAN

MZSR

Meta-Transfer Learning for Zero-Shot Super-Resolution (CVPR, 2020)

OctConv

Code for paper

proSR

Repository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution"

RCAN

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

SAN

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

SMSR

[CVPR 2021] Exploring Sparsity in Image Super-Resolution for Efficient Inference

SparseConvNet

Submanifold sparse convolutional networks

SRP

[ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"

USRNet

XGBoost

yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)