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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Bibliographic Details

Published in:	Chinese Automation Congress (Online) pp. 1130 - 1135
Main Authors:	Zou, Peng, Yang, Kaijun, Zhang, Jianqiang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 17.11.2023
Subjects:	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
Online Access:	Get full text
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