TABLE 1. Pose Estimation Accuracy in PCK0.2 Standard Using FMP, Pre-Trained CPM, and our Fine-Tuned CPM Model.
Models | Total | Ankle | Knee | Hip | wrist | Elbow | Shoulder | Head |
---|---|---|---|---|---|---|---|---|
FMP | 60.2 | 52.0 | 42.9 | 51.0 | 49.0 | 62.2 | 78.6 | 85.7 |
MPII-LSP CPM | 67.1 | 61.2 | 77.6 | 67.3 | 40.8 | 54.1 | 71.4 | 96.9 |
MANNE-AS-S2C3–2000 | 86.7 | 88.8 | 90.8 | 84.7 | 74.5 | 77.6 | 93.9 | 96.9 |