CNN-Based Automatic Helmet Violation Detection of Motorcyclists for an Intelligent Transportation System

Table 2

Comparison of Faster R-CNN with other models.

Attributes	Faster R-CNN	Fast R-CNN	R-CNN
Region proposal method	Region proposal network	Selective search	Selective search
Computation time	0.2 seconds	2 seconds	40–50 seconds
Prediction timing	Low computation time	High computation time	High computation time