Zekun Li's repositories
Arbitrary-Scale-SR
Arbitrary-scale image super-resolution (ISR) and video super-resolution (VSR)
Awesome-Video-Super-Resolution
Video Super Resolution Based on Deep Learning: A Comprehensive Survey
IMU_lzk_UGP
本科毕业论文《基于注意力机制融合的语义分割模型研究》相关代码
face_attribute
shisuo face_attribute
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.
bicubic_pytorch
A PyTorch implementation of widely-used bicubic interpolation, which is fully compatible with MATLAB.
ConvNeXt
Code release for ConvNeXt model
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60个国家的400所大学用于教学。
EDSR-PyTorch
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
Hello-World
only a try to do something
KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
lmmsr
基于mmediting，编写BasicVSR，供个人学习
lte
Local Texture Estimator for Implicit Representation Function, in CVPR 2022
Meta-SR-Pytorch
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution (CVPR2019)
MiG_Server-usage-guidance
MiG服务器使用指北
paper-reading
深度学习经典、新论文逐段精读
pedestrian_attribute
shisuo pedestrian_attribute
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
rcan-it
Revisiting RCAN: Improved Training for Image Super-Resolution
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
TAdaConv
[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.
VideoINR-Continuous-Space-Time-Super-Resolution
[CVPR 2022] VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution
VRT
VRT: A Video Restoration Transformer (official repository)