YOLO-TS: A Lightweight YOLO Model for Traffic Sign Detection

Existing traffic sign detection algorithms suffer from high computational complexity and large parameter sizes, limiting their deployability. The YOLO-TS model integrates the Normalized Wasserstein Distance (NWD) with the Complete Intersection over Union (CIoU) loss function, significantly enhancing...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE access 2024, Vol.12, p.169013-169023
Hauptverfasser:	Liu, Yunxiang, Luo, Peng
Format:	Artikel
Sprache:	eng
Schlagworte:	Attention mechanisms lightweight structures traffic sign detection YOLO
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!