Table 8.
The results of the ablation analysis.
| Model | Architecture | AP50 | AP70 | AP90 |
|---|---|---|---|---|
| A | YOLOv4 | 86.21 | 78.45 | 70.96 |
| B | A + ResNet101 | 88.57 | 82.36 | 73.72 |
| C | B + Edge Extraction | 90.82 | 84.24 | 76.50 |
| D | C + Attention Mechanism | 92.62 | 89.67 | 81.24 |
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