A skeleton action recognition toolbox
PYSKL is a toolbox focusing on action recognition based on SKeLeton data with PYTorch. Various algorithms will be supported for skeleton-based action recognition. We build this project based on the OpenSource Project MMAction2.
This repo is the official implementation of PoseConv3D and STGCN++.
Skeleton-base Action Recognition Results on NTU-RGB+D-120
Supported Algorithms
Installation
git clone https://github.com/kennymckormick/pyskl.git
cd pyskl
pip install -r requirements.txt
pip install -e .
Data Preparation
For data pre-processing, we estimate 2D skeletons with a two-stage pose estimator