Ship Target Detection Algorithm Based on Improved YOLOv3 for Maritime Image

Table 2

Comparison of SeaShips dataset test results.

Detection algorithm	mAP (%)	FPS
Faster R-CNN	91.83	7
SSD	95.45	30
YOLOv3	95.89	35
AE-YOLOv3	98.72	32