Fusion of Lightweight Networks and DeepSort for Fatigue Driving Detection Tracking Algorithm

Fusion of Lightweight Networks and DeepSort for Fatigue Driving Detection Tracking Algorithm

The fatigue driving detection process faces issues such as a large number of parameters, low accuracy and insufficient continuous detection. To address these, this paper proposes a method combining enhanced YOLOv5s and DeepSort for fatigue driving detection. First, the improved Mobilenet_...

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Bibliografiska uppgifter
Huvudupphovsmän: Kai Xu, Fu Li, Deji Chen, Linlong Zhu, Quan Wang
Materialtyp: Artikel
Språk:English
Publicerad: IEEE 2024-01-01
Serie:IEEE Access
Ämnen:
Fatigue driving detection
YOLOv5s
lightweight backbone
FocalEIOU loss
DeepSort
Länkar:https://ieeexplore.ieee.org/document/10496102/

Internet

https://ieeexplore.ieee.org/document/10496102/

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