Zhengxiong Luo's repositories
UnpairedSR
This is an offical implementation of the CVPR2022's paper [Learning the Degradation Distribution for Blind Image Super-Resolution](https://arxiv.org/abs/2203.04962)
SWAHR-HumanPose
Bottom-up Human Pose Estimation
BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
BIPNet
[CVPR 2022--Oral, Best paper Finalist] Burst Image Restoration and Enhancement. SOTA for Burst Super-resolution, Low-light Burst Image Enhancement, Burst Image De-noising
BSRGAN
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!
DCLS-SR
Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.
DCNv2
Deformable Convolutional Networks v2 with Pytorch
deep-burst-sr
Official implementation of Deep Burst Super-Resolution
EFNet
Event-based Fusion for Motion Deblurring with Cross-modal Attention (ECCV'22 Oral) https://ahupujr.github.io/EFNet/
HigherHRNet-Human-Pose-Estimation
This is an official implementation of our CVPR 2020 paper "HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation" (https://arxiv.org/abs/1908.10357)
IMDN
Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019)
Invertible-Image-Rescaling
Implementation of paper: Invertible Image Rescaling
involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
IQA-PyTorch
PyTorch Toolbox for Image Quality Assessment, including MUSIQ, NIMA, LPIPS, DBCNN, WaDIQaM, NRQM(Ma), BRISQUE, NIQE, PI and more...
MegEngine
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
mmsr
Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.
niqe
NIQE for IQA in python..
NRVQA
no reference image/video quaity assessment(BRISQUE/NIQE/PIQE/DIQA/deepBIQ/VSFA
RCAN
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
smplify-x
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image
VIBE
Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
video-quality
Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...