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YOLO-LWNet: A Lightweight Road Damage Object Detection Network for Mobile Terminal Devices

To solve the demand for road damage object detection under the resource-constrained conditions of mobile terminal devices, in this paper, we propose the YOLO-LWNet, an efficient lightweight road damage detection algorithm for mobile terminal devices. First, a novel lightweight module, the LWC, is de...

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Principais autores: Chenguang Wu, Min Ye, Jiale Zhang, Yuchuan Ma
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-03-01
Serier:Sensors
Fag:
road damage detection
object detection
lightweight network
mobile terminal
YOLOv5
attention mechanism
Online adgang:https://www.mdpi.com/1424-8220/23/6/3268
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