ShipYOLO: An Enhanced Model for Ship Detection

Table 1

Experimental results of different optimization strategies.

Model	mAP90 (%)	FPS	^#Params (MB)
YOLO-V4	89.4	38.3	244
YOLO-V4 + RCSPDarknet	88.1	52.6	220
YOLO-V4 + DSPP	91.3	34.8	255
YOLO-V4 + AtFPN	88.4	38.6	201