issai/thermal-skeleton-models

Thermal Skeleton Models for OpenThermalAction

This repository contains pretrained skeleton-based human action recognition models trained on the OpenThermalAction dataset using the PYSKL framework.

Included models:

• AAGCN
• CTRGCN
• MSG3D
• PoseC3D
• STGCN
• STGCN++

Dataset

The models were trained on OpenThermalAction, an open-source thermal human action recognition dataset with frame-level skeleton annotations.

The dataset contains:

• 2,488 thermal videos
• 55 subjects
• 28 action classes

The action classes include both:

• single-person sports activities
• multi-person daily interactions

Github link: https://github.com/IS2AI/OpenThermalAction

Dataset link: https://huggingface.co/datasets/issai/OpenThermalAction