Research Article
Spatial-Temporal Graph Convolutional Framework for Yoga Action Recognition and Grading
Table 4
Yoga action recognition results.
| | Posture | Sensitivity | Specificity | Precision | Accuracy |
| | Standing | Experienced yogis | 0.98 | 0.99 | 0.95 | 0.99 | | Inexperienced yogis | 0.71 | 0.91 | 0.91 | 0.98 | | Sitting | Experienced yogis | 0.89 | 0.98 | 0.93 | 0.98 | | Inexperienced yogis | 0.66 | 0.91 | 0.91 | 0.98 | | Supine | Experienced yogis | 0.94 | 0.99 | 0.89 | 0.99 | | Inexperienced yogis | 0.78 | 0.93 | 0.91 | 0.97 | | Twisting | Experienced yogis | 0.96 | 0.98 | 0.91 | 0.99 | | Inexperienced yogis | 0.77 | 0.94 | 0.89 | 0.99 | | Forward bending | Experienced yogis | 0.93 | 0.99 | 0.87 | 0.99 | | Inexperienced yogis | 0.69 | 0.91 | 0.89 | 0.98 | | Back bending | Experienced yogis | 0.91 | 0.99 | 0.92 | 0.97 | | Inexperienced yogis | 0.72 | 0.92 | 0.86 | 0.97 |
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