Channel Compression Optimization Oriented Bus Passenger Object Detection

Table 1

Tiny YOLO network structure table. Reproduced from [14].

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	32	3 × 3/1	208 × 208 × 16	208 × 208 × 32
3	max		2 × 2/2	208 × 208 × 32	104 × 104 × 32
4	conv	64	3 × 3/1	104 × 104 × 32	104 × 104 × 64
5	max		2 × 2/2	104 × 104 × 64	52 × 52 × 64
6	conv	128	3 × 3/1	52 × 52 × 64	52 × 52 × 128
7	max		2 × 2/2	52 × 52 × 128	26 × 26 × 128
8	conv	256	3 × 3/1	26 × 26 × 128	26 × 26 × 256
9	max		2 × 2/2	26 × 26 × 256	13 × 13 × 256
10	conv	512	3 × 3/1	13 × 13 × 256	13 × 13 × 512
11	max		2 × 2/1	13 × 13 × 512	13 × 13 × 512
12	conv	1024	3 × 3/1	13 × 13 × 512	13 × 13 × 1024
13	conv	1024	3 × 3/1	13 × 13 × 1024	13 × 13 × 1024
14	conv	30	1 × 1/1	13 × 13 × 1024	13 × 13 × 30
15	Detection