Anomaly Event Detection in Security Surveillance Using Two-Stream Based Model

Table 6

Comparison results of different models of two streams with different number of layers on ShanghaiTech.

Flow	RGB
	ResNet50	ResNet100	ResNet150	VGG16
ResNet50	95.53	95.54	95.55	95.85
ResNet100	94.93	95.23	95.13	95.33
ResNet150	94.93	95.13	95.38	95.33
VGG16	96.66	96.74	96.61	95.85