Research on the Method and Application of Truck Type Recognition Based on Deep Learning from the Perspective of Unmanned Aerial Vehicles

A lightweight detection model for truck models based on improved YOLOv5s (MobileNetV3-YOLOv5s) is proposed to meet the requirement for real-time detection under the limited embedded device resources carried by drones. Firstly, we use MobileNetV3 to replace the backbone feature extraction network and...

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Veröffentlicht in:	Transportation research record 2024-07
Hauptverfasser:	Sun, Wencai, Jiang, Wei, Liu, Hanwu, Han, Lihong, Liu, Yang, Li, Shuzhao
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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