基于多头自注意力的复杂背景船舶检测算法

于楠晶,范晓飚,邓天民,冒国韬

Ship detection algorithm in complex backgrounds via multi-head self-attention

Nan-jing YU,Xiao-biao FAN,Tian-min DENG,Guo-tao MAO

表 3 自制数据集检测精度对比

Tab.3 Comparison of detection accuracy of self-made dataset

算法 pma/% pa/% OC BCC GCS CS FB PS YOLOv5s 86.1 89.8 90.2 82.0 97.9 89.5 67.4 MHSA-YOLO 92.4 94.5 96.6 84.6 99.5 97.5 81.8