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metadata
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/
β”œβ”€β”€ trained_from_scratch/
β”‚   β”œβ”€β”€ aagcn_best_top1_acc_epoch_X.pth
β”‚   β”œβ”€β”€ ctrgcn_best_top1_acc_epoch_X.pth
β”‚   β”œβ”€β”€ msg3d_best_top1_acc_epoch_X.pth
β”‚   β”œβ”€β”€ stgcn_best_top1_acc_epoch_X.pth
β”‚   └── stgcn++_best_top1_acc_epoch_X.pth
β”œβ”€β”€ fine_tuned/
β”‚   β”œβ”€β”€ aagcn_best_top1_acc_epoch_X.pth
β”‚   β”œβ”€β”€ ctrgcn_best_top1_acc_epoch_X.pth
β”‚   β”œβ”€β”€ msg3d_best_top1_acc_epoch_X.pth
β”‚   β”œβ”€β”€ stgcn_best_top1_acc_epoch_X.pth
β”‚   └── stgcn++_best_top1_acc_epoch_X.pth
└── yolo11x-pose.pt