A Lightweight Object Detection Network for Real-Time Detection of Driver Handheld Call on Embedded Devices

Table 5

Results on the Safe_Imgs dataset.

Network	Dataset	Model size (MB)	FPS	Accuracy (%)	Precision (%)	Recall (%)
MobileNet-SSD	Safe_Imgs	18.6	59	81.3	90.6	80.6
MobileNetV2-SSDLite	Safe_Imgs	17.5	65	82.7	92.8	83.5
LMS-DN	Safe_Imgs	17.9	63	86.2	96.3	85.2