联合多尺度与注意力机制的遥感图像目标检测
张云佐,郭威,蔡昭权,李文博
Remote sensing image target detection combining multi-scale and attention mechanism
Yun-zuo ZHANG,Wei GUO,Zhao-quan CAI,Wen-bo LI
表 5
各模块添加后的实验结果
Tab.5
Experimental results after adding each module
模型
P
/
%
R
/
%
mAP /
%
FPS /
(frame·s
−1
)
YOLOv5s
65.3
70.2
68.7
28.1
YOLOv5s-ASPP+
64.4
71.0
70.3
27.4
YOLOv5s-ASPP+-AM
63.7
72.2
70.9
25.9
YOLOv5s-ASPP+-AM-BiFPN
67.0
72.5
71.6
25.4