Table 1.

The parameters of each level for CNN.

	Layer Type	Output Shape	Param
Input Layer	Input	64 × 64 × 3	0
Hidden Layer 1	Conv1	64 × 64 × 32	896
	ReLU	64 × 64 × 32	0
	Pool1	32 × 32 × 32	0
Hidden Layer 2	Conv2	32 × 32 × 64	18,496
	ReLU	32 × 32 × 64	0
	Pool2	16 × 16 × 64	0
Hidden Layer 3	Conv3	16 × 16 × 128	73,856
	ReLU	16 × 16 × 128	0
	Pool3	8 × 8 × 128	0
Classification layer	Flatten	8192	0
	Dense1	16	131,088
	ReLU	16	0
	Dense2	64	1088
	ReLU	64	0
	Dense3	128	8320
	ReLU	128	0
	Dense4	2	258