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arbitrary-scale-sr

Arbitrary-scale image super-resolution (ISR) and video super-resolution (VSR)

arbsr

[ICCV 2021] Learning A Single Network for Scale-Arbitrary Super-Resolution

assr

Arbitrary Scale Image and video(maybe) Super-Resolution

awesome-video-super-resolution

Video Super Resolution Based on Deep Learning: A Comprehensive Survey

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)

face_attribute

shisuo face_attribute

hello-world

only a try to do something

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

kair

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

lbasicsr

Learn BasicSR ==> LbasicSR

ldezero

Learning to make our own deep learning framework

liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

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

ovsr

Omniscient Video Super-Resolution

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

savsr

SAVSR: Arbitrary-Scale Video Super-Resolution via A Learned Scale-Adaptive Architecture (AAAI'2024)

srwarp

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