Research Article

Violation Detection of Live Video Based on Deep Learning

Table 2

Detection results of 6 algorithms.

Experiment nameAccuracy p1 (%)Recall rate p2 (%)Accuracy p3 (%)Misclassification p4 (%)F1 score (%)

CNN85.3988.2486.2614.6186.79
CNN + ResNet92.5191.9192.377.8792.21
HOG + SVM81.6580.1583.2118.3580.89
Skin color features72.5074.5670.1527.5073.52
VGG-16
ResNet-5097.0897.7996.182.9297.43