Table 5.
Comparison of ablation experiment effects.
| Number | Feature Enhancement Module | Feature Fusion Module | Attention Mechanism | mAP/% |
|---|---|---|---|---|
| 1 | 77.81 | |||
| 2 | √ | 78.61 | ||
| 3 | √ | 77.57 | ||
| 4 | √ | 79.29 | ||
| 5 | √ | √ | 79.14 | |
| 6 | √ | √ | 78.76 | |
| 7 | √ | √ | 79.91 | |
| 8 | √ | √ | √ | 79.39 |
Comparison of ablation experiment effects.
| Number | Feature Enhancement Module | Feature Fusion Module | Attention Mechanism | mAP/% |
|---|---|---|---|---|
| 1 | 77.81 | |||
| 2 | √ | 78.61 | ||
| 3 | √ | 77.57 | ||
| 4 | √ | 79.29 | ||
| 5 | √ | √ | 79.14 | |
| 6 | √ | √ | 78.76 | |
| 7 | √ | √ | 79.91 | |
| 8 | √ | √ | √ | 79.39 |