Table 1.

Mobile-FR-CNN parameters used for each layer.

Type/Stride	Filter shape	Number of parameters
Conv/s2	3 × 3 × 32	896
Conv dw/s1	3 × 3 × 32 dw	320
Conv/s1	1 × 1 × 64	2,112
Conv dw/s2 (skip connection)	3 × 3 × 64 dw	640
Conv/s1	1 × 1 × 128	8,320
Conv dw/s1	3 × 3 × 128 dw	1,280
Conv/s1	1 × 1 × 128	16,512
Conv dw/s2 (skip connection)	3 × 3 × 128 dw	1,280
Conv/s1	1 × 1 × 256	33,024
Conv dw/s1	3 × 3 × 256 dw	2,560
Conv/s1	1 × 1 × 256	65,792
Conv dw/s2	3 × 3 × 256 dw	2,560
Conv/s1	1 × 1 × 512	131,584
Conv dw/s2	3 × 3 × 512 dw	5,120
Conv/s1	1 × 1 × 512	262,656
Conv dw/s1 (concat connection)	3 × 3× * dw	2,406,912
Conv/s1	1 × 1 × 512
Conv dw/s1	3 × 3 × 512 dw	5,120
Conv/s1	1 × 1 × 512	262,656
—	—	3.2M (total)