Lightweight Ship Detection Methods Based on YOLOv3 and DenseNet

Table 4

Parameters comparison of standard convolution and spatial separation convolution.

Structure	Layer	Kernel size	Input channel	Output channel	Parameters
Conv2d	Conv	33	512	1024	4718592
Separable conv	Conv	31	512	512	786432
	Conv	13	512	1024	1572864