TABLE 4.
Detection effects of ablation experiments.
Strategies | Multiscale feature fusion module | Efficient channel attention module | F1 score/% | Average precision/% |
1 | × | × | 87.9 | 85.3 |
2 | √ | × | 91.7 | 89.6 |
3 | × | √ | 93.2 | 91.1 |
4 | √ | √ | 95.6 | 93.4 |