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action-detection

temporal action detection with SSN

deep-compression-pytorch

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

focalloss.pytorch

Implementation of focal loss in pytorch for unbalanced classification.

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

masked-action-recognition

Official code for the paper: MAR: Masked Autoencoders for Efficient Action Recognition

mmaction

An open-source toolbox for action understanding based on PyTorch

mmskeleton-stgcn

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

object-detection-usages

The brief implementation and using examples of object detection usages like, IoU, NMS, soft-NMS, SmoothL1、IoU loss、GIoU loss、 DIoU loss、CIoU loss, cross-entropy、focal-loss、GHM, AP/MAP and so on by Pytorch.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

pyskl-posc3d

A toolbox for skeleton-based action recognition.

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.

r-c3d

r-c3d.pytorch

R-C3D pytorch implementation

r-c3d.pytorch-pytorch-1.1

scnn

Segment-CNN: A Framework for Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs

soft-nms

Object Detection

soft-nms-1

Used to suppress redundant boxes

ssd-pytorch

基于pytorch版ssd进行改进注入CBAM空间通道注意力机制，加入FPN，类别损失函数改为focalloss

svformer11

temporal-segment-networks-tsn

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016