Table 3.

Different layers of the EfficientNet-B5-based model for BCC classification

Stage	Operator/Block	Resolution	Channels	Layers
1	Conv 3 × 3 + BN + Swish	224 × 224	48	1
2	MBConv1, k3 × 3	224 × 224	24	3
3	MBConv6, k5 × 5	112 × 112	40	5
4	MBConv6, k5 × 5	56 × 56	64	5
5	MBConv6, k5 × 5	28 × 28	128	7
6	MBConv6, k3 × 3	28 × 28	176	7
7	MBConv6, k5 × 5	14 × 14	304	9
8	MBConv6, k3 × 3	14 × 14	512	3
9	Conv 1 × 1	14 × 14	2048	1
10	BN	14 × 14	2048	1
11	Activation	14 × 14	2048	1
12	Global average pooling	2048	1	1
13	Dropout	2048	1	1
14	Dense	1	1	1