Table 3.
Comparison of the two models.
| Model | Faster R-CNN | YOLOv3 |
|---|---|---|
| Accuracy (%) | 87.0 | 95.8 |
| Precision (%) | 90.5 | 98.7 |
| Recall (%) | 95.8 | 96.4 |
| F1 (%) | 93.0 | 97.5 |
| AP | 0.954 | 0.96 |
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