Traffic Sign Detection Based on Lightweight YOLOv5

In order to improve the detection speed of road traffic signs, an improved model based on lightweight YOLOv5 was proposed. Firstly, Ghost convolution and depthwise convolution were used to build a new Bottleneck, which could reduce the amount of computation and parameters. Then the BiFPN structure...

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Principais autores:	ZHANG Zhen, WANG Xiaojie, JIN Zhihua, MA Jijun
פורמט:	Artigo
שפה:	Chinês
יצא לאור:	Editorial Office of Journal of Zhengzhou University (Engineering Science) 2024-03-01
סדרה:	Zhengzhou Daxue xuebao. Gongxue ban
נושאים:	traffic sign detection lightweight yolov5 siou loss function ghost convolution tt100k bifpn
גישה מקוונת:	http://gxb.zzu.edu.cn/Upload/PaperUpLoad/a6599bb8-2430-4cfb-98c8-7f51ee7f1691.pdf
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