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Performance comparison of proposed model with modified YOLOv8 and optimized YOLOv4.
| Model | Accuracy (%) | Precision (%) | Recall (%) | F-measure (%) |
|---|---|---|---|---|
| Modified YOLOv8 | 97.1 | 96.8 | 96.5 | 96.6 |
| Optimized YOLOv4 | 98.15 | 97.9 | 97.5 | 97.6 |
| Proposed Model | 99.94 | 99.58 | 99.58 | 99.27 |
