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_...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Kai Xu, Fu Li, Deji Chen, Linlong Zhu, Quan Wang
Format: Artykuł
Język:English
Wydane: IEEE 2024-01-01
Seria:IEEE Access
Hasła przedmiotowe:
Fatigue driving detection
YOLOv5s
lightweight backbone
FocalEIOU loss
DeepSort
Dostęp online:https://ieeexplore.ieee.org/document/10496102/

Internet

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

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