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
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