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machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

mask_rcnn_pytorch

Mask RCNN in PyTorch

minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

mmaction

mmcv

OpenMMLab Computer Vision Foundation

mmdetection

Open MMLab Detection Toolbox

nmp_qc

Neural Message Passing for Computer Vision

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

plmpapers

Must-read Papers on pre-trained language models.

pnasnet.pytorch

PyTorch implementation of PNASNet-5 on ImageNet

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pspnet

Pytorch implementation of pspnet

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

revolver

few-shot segmentation

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

st-gcn

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

statistic

collecting books, papers and docs.

surface-defect-detection

📈 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

torchseg

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

urt

useful-computer-vision-phd-resources

Lists of resources useful for my PhD in computer vision

vision

Datasets, Transforms and Models specific to Computer Vision

vit-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

zs3

Zero-Shot Semantic Segmentation