Driver’s Illegal Driving Behavior Detection with SSD Approach

2021 IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML)（2021）

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摘要

In this paper, an advanced detection approach of illegal driving behavior is proposed using Single Shot MultiBox Detector (SSD) based on deep learning. The detection of driver’s illegal driving behavior includes cellphone usage, cigarette smoke and no fastening seat belt. Doing this can greatly reduce the occurrence of traffic accidents. In order to validate the detection effect using SSD on small...

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Deep learning,Databases,Face recognition,Neural networks,Detectors,Belts,Real-time systems

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