| license: agpl-3.0 | |
| tags: | |
| - thermal | |
| - skeleton-action-recognition | |
| - pose-estimation | |
| - yolo | |
| - ota | |
| # OpenThermalAction Models | |
| This repository contains all trained models for the OpenThermalAction (OTA) dataset: | |
| - **Skeleton-based action recognition models** (5 different architectures) | |
| - **YOLO11x pose estimation model** for keypoint extraction | |
| ## Structure | |
| ``` | |
| ota-models/ | |
| ├── trained_from_scratch/ | |
| │ ├── aagcn_best_top1_acc_epoch_X.pth | |
| │ ├── ctrgcn_best_top1_acc_epoch_X.pth | |
| │ ├── msg3d_best_top1_acc_epoch_X.pth | |
| │ ├── stgcn_best_top1_acc_epoch_X.pth | |
| │ └── stgcn++_best_top1_acc_epoch_X.pth | |
| ├── fine_tuned/ | |
| │ ├── aagcn_best_top1_acc_epoch_X.pth | |
| │ ├── ctrgcn_best_top1_acc_epoch_X.pth | |
| │ ├── msg3d_best_top1_acc_epoch_X.pth | |
| │ ├── stgcn_best_top1_acc_epoch_X.pth | |
| │ └── stgcn++_best_top1_acc_epoch_X.pth | |
| └── yolo11x-pose.pt | |
| ``` | |