一种基于YOLOv5的高分辨率遥感影像目标检测方法

宋爽爽, 肖开斐, 刘昭华, 曾昭亮

A YOLOv5-based target detection method using high-resolution remote sensing images

SONG Shuangshuang, XIAO Kaifei, LIU Zhaohua, ZENG Zhaoliang

表6 不同算法在RSOD数据集上的性能

Tab.6 Performance of different methods on RSOD dataset

模型 精度/% 召回率/% mAP@0.5/% FPS/(幅· s - 1) Faster-RCNN 91.8 89.8 -- -- YOLOv5 94.0 86.0 88.7 64.93 GC-YOLOv5 93.4 90.5 92.3 64.93