Research Article

Ship Target Detection Algorithm Based on Improved YOLOv3 for Maritime Image

Table 1

Number of images in each ship category.

Ship categoryImagesPercentage

Ore carrier11410.1630
Bulk cargo carrier11290.1613
Container ship8140.1163
General cargo ship11880.1697
Fishing boat12580.1797
Passenger ship7050.1007
Mixed type7650.1093
Total70001