Lightweight Driving Behavior Detection Algorithm Combined with YOLOv5 and Pruning Distillation

Irregular driving behavior exhibited by drivers could result in road traffic accidents, posing significant risks and potential dangers. The implementation of real-time detection systems for identifying irregular driving behavior emerges as a promising approach to address the problem effectively. In...

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Vydáno v:	Chinese Automation Congress (Online) s. 1130 - 1135
Hlavní autoři:	Zou, Peng, Yang, Kaijun, Zhang, Jianqiang
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 17.11.2023
Témata:	algorithm Deployment Automation channel pruning Detection algorithms Image edge detection improper driving behavior knowledge distillation Performance evaluation real-time detection Real-time systems Road traffic YOLO
ISSN:	2688-0938
On-line přístup:	Získat plný text
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