Channel Compression Optimization Oriented Bus Passenger Object Detection

Table 2

network structure table.

Layer	Name	Filters	Size	Input	Output
0	conv	16	3 × 3/1	416 × 416 × 3	416 × 416 × 16
1	max		2 × 2/2	416 × 416 × 16	208 × 208 × 16
2	conv dw	16	3 × 3/1	208 × 208 × 16	208 × 208 × 16
3	conv	32	1 × 1/1	208 × 208 × 16	208 × 208 × 32
4	max		2 × 2/2	208 × 208 × 32	104 × 104 × 32
5	conv dw	32	3 × 3/1	104 × 104 × 32	104 × 104 × 32
6	conv	64	1 × 1/1	104 × 104 × 32	104 × 104 × 64
7	max		2 × 2/2	104 × 104 × 64	52 × 52 × 64
8	conv dw	64	3 × 3/1	52 × 52 × 64	52 × 52 × 64
9	conv	128	1 × 1/1	52 × 52 × 64	52 × 52 × 128
10	max		2 × 2/2	52 × 52 × 128	26 × 26 × 128
11	conv dw	128	3 × 3/1	26 × 26 × 128	26 × 26 × 128
12	conv	256	1 × 1/1	26 × 26 × 128	26 × 26 × 256
13	max		2 × 2/2	26 × 26 × 256	13 × 13 × 256
14	conv dw	256	3 × 3/1	13 × 13 × 256	13 × 13 × 256
15	conv	512	1 × 1/1	13 × 13 × 256	13 × 13 × 512
16	max		2 × 2/1	13 × 13 × 512	13 × 13 × 512
17	conv dw	512	3 × 3/1	13 × 13 × 512	13 × 13 × 512
18	conv	1024	1 × 1/1	13 × 13 × 512	13 × 13 × 1024
19	conv dw	1024	3 × 3/1	13 × 13 × 1024	13 × 13 × 1024
20	conv	1024	1 × 1/1	13 × 13 × 1024	13 × 13 × 1024
21	conv	30	1 × 1/1	13 × 13 × 1024	13 × 13 × 30
22	Detection