基于渐进特征融合及多尺度空洞注意力的遮挡鸟巢检测
尹向雷,屈少鹏,解永芳,苏妮
Occluded bird nest detection based on asymptotic feature fusion and multi-scale dilated attention
Xianglei YIN,Shaopeng QU,Yongfang XIE,Ni SU
表 2
消融实验结果
Tab.2
Results of ablation experiment
实验
MobileNet-V3
轻量化网络
AFPN
MSDA
P
/%
R
/%
mAP@0.5/%
S
/MB
F
/10
9
YOLOv5
—
—
—
89.6
94.0
89.9
34.4
15.9
1
√
—
—
89.1
93.0
89.6
25.8
11.3
2
—
√
—
92.8
91.0
88.8
29.7
20.4
3
—
—
√
91.9
93.0
89.7
31.5
16.8
4
√
√
—
87.3
96.0
91.4
9.2
7.9
5
√
—
√
87.1
94.0
89.0
5.7
2.5
6
—
√
√
91.8
91.0
89.4
33.7
21.3
改进算法
√
√
√
90.3
96.0
91.6
8.7
7.4