Table 3.

Arrangement of our 13-layer VIN.

Index	Tag	NWL	CH	Size of FM
1	Input	0	0	176 × 176 × 1
2	CB-1	2	2 × [3 × 3, 32] / 2	88 × 88 × 32
3	CB-2	2	2 × [3 × 3, 64] / 2	44 × 44 × 64
4	CB-3	3	3 × [3 × 3, 128] / 2	22 × 22 × 128
5	CB-4	3	3 × [3 × 3, 128] / 2	11 × 11 × 128
6	Flatten	0	0	15,488
7	FCL-1	1	200 × 15,488, 200 × 1	200
8	FCL-2	1	200 × 200, 200 × 1	200
9	FCL-3	1	2 × 200, 2 × 1	2

NWI, number of weighted layers; CH, configuration of hyperparameters; FM, feature map.