Real-Time Surveillance Using Deep Learning

Table 1

Detection average precision (A) for given entities.

Object type	AP @ 50 epochs	AP @ 100 epochs	AP @ 150 epochs	AP @ 200 epochs
Face	0.60	0.73	0.78	0.83
Weapon	0.40	0.50	0.58	0.90
Guard	0.66	0.69	0.71	0.76
Intruder	0.3	0.44	0.50	0.67