Research Article

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

Table 2

Detection results of different basic networks.

NetworkDatasetModel size (MB)mAP (%)

MobileNet-SSDKITTI25.146.8
MobileNetV2-SSDKITTI21.847.0
MobileNet-I-SSDKITTI21.548.3