zdyshine's repositories
Video-Frame-Interpolation-Summary
Video Frame Interpolation Summary 2020~2021
Baidu-netdisk-AI-Image-processing-Challenge-handwriting
百度网盘AI大赛-图像处理挑战赛:手写字擦除第1名方案
yolov3_underwater
YOLOv3 in PyTorch > ONNX > CoreML > iOS
Baidu-netdisk-AI-Image-processing-Challenge-demoire
百度网盘AI大赛——图像处理挑战赛：文档图像摩尔纹消除第2名方案
IQA-optimization
Comparison of IQA models in Perceptual Optimization
Learnbale_Bandpass_Filter
Image Demoireing with Learnable Bandpass Filters. (CVPR, 2020)(Keras+TensorFlow)
Awesome-Vision-Attentions
Summary of related papers on visual attention
awesome_lightweight_networks
MobileNetV1-V2，MobileNeXt，GhostNet，AdderNet，ShuffleNetV1-V2，Mobile+ViT etc. ⭐⭐⭐⭐⭐
ImageProcessing100Wen
「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。
imaginaire
NVIDIA PyTorch GAN library with distributed and mixed precision support
kornia
Open Source Differentiable Computer Vision Library
mmsr
Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.
Python
All Algorithms implemented in Python
pytorch-distributed-training
Simple tutorials on Pytorch DDP training
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
pytorch-loss-functions
A collection of loss functions with easy usage
scripts
personal purpose scripts
SimpleCVReproduction
reproduce the simplest cv work including classification, object detection, segmentation, keypoint detection, tracking etc.
Swinir-V2
image super resolution using swin transformer v2
traiNNer
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
vmaf
Perceptual video quality assessment based on multi-method fusion.
youtube-dl
Command-line program to download videos from YouTube.com and other video sites
