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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Detaylı Bibliyografya
Asıl Yazarlar: Kai Xu, Fu Li, Deji Chen, Linlong Zhu, Quan Wang
Materyal Türü: Makale
Dil:English
Baskı/Yayın Bilgisi: IEEE 2024-01-01
Seri Bilgileri:IEEE Access
Konular:
Fatigue driving detection
YOLOv5s
lightweight backbone
FocalEIOU loss
DeepSort
Online Erişim:https://ieeexplore.ieee.org/document/10496102/

Internet

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

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