Research Article

A Robust and Lightweight Detector for Ship Target with Complex Background in SAR Image

Table 2

YOLOv5 version introduction tables (COCO dataset for example).

ModelWidthDepthmAP/%Speed/msparams/MFLOPs

YOLOv5n0.250.3336.73.51.94.5
YOLOv5s0.50.3345.14.87.216.5
YOLOv5m0.750.6751.77.421.249.0
YOLOv5l1.01.053.211.946.5109.1
YOLOv5x1.251.3354.920.586.7205.7