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Performance of deep learning models (EfficientNetB4, ResNet50, and ECA-Net50) trained using augmented dataset with and without pose estimator.
| Outcome | Channel | Pose Estimator | Deep Learning Models | ||
|---|---|---|---|---|---|
| EfficientNetB4 | ResNet50 | ECA-Net50 | |||
| Accuracy | A + B | Yes | 89.7% | 91.1% | 91.5% |
| B | No | 87.4% | 83.6% | 88.7% | |
| F1-score | A + B | Yes | 90.8% | 91.3% | 92.2% |
| B | No | 87.3% | 83.6% | 87.4% | |
