Channel Compression Optimization Oriented Bus Passenger Object Detection

Table 5

Experimental results of network compression iteration.

Compression ratio (%)	Remove channels	AP	Time-consuming (s)	FPS
0	0	0.936	0.225	0.449
5	52	0.937	0.202	4.958
10	102	0.934	0.197	5.084
15	154	0.936	0.194	5.164
20	204	0.932	0.190	5.270
25	256	0.933	0.188	5.321
30	308	0.934	0.185	5.414
35	358	0.930	0.180	5.549
40	410	0.935	0.176	5.667
45	460	0.932	0.174	5.740
50	512	0.934	0.168	5.941
55	564	0.932	0.166	6.024
60	614	0.931	0.162	6.173
65	666	0.849	0.159	6.289