| --- |
| license: mit |
| tags: |
| - thermal |
| - skeleton-action-recognition |
| - human-action-recognition |
| - pose-estimation |
| - otp2 |
| datasets: |
| - issai/OpenThermalAction |
| --- |
| |
| # 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 |
