Model Lightweighting for Real-time Distraction Detection on Resource-Limited Devices

Table 4

The results of the improved MobileNetV2-tiny model for the StateFarm dataset with the dataset randomly split by 9 : 1.

Model	Source	Top-1 acc(%)
MobileNetV2	StateFarm	99.62
CDCNN [6]	StateFarm	99.73
MobileNetV2-tiny	StateFarm	99.81