基于YOLOv5的光学遥感图像舰船目标检测算法
成倩, 李佳, 杜娟
Ship target detection algorithm of optical remote sensing image based on YOLOv5
Qian CHENG, Jia LI, Juan DU
表1
消融实验结果对比
Table 1
Comparison of Ablation experiments result
算法
P
R
AP
_0.5
时间/ms
YOLOv5s
79.91
73.65
79.19
15.4
YOLOv5s-SIEM
83.31
74.39
81.3
15.8
YOLOv5s-Swish
80.59
75.9
81.39
16.3
YOLOv5s-SS
85.09
77.96
83.64
15.9
YOLOv5s-SS-A
85.37
78.53
84.39
14.4