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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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Autores principales: ZHANG Zhen, WANG Xiaojie, JIN Zhihua, MA Jijun
Formato: Artigo
Lenguaje:Chinês
Publicado: Editorial Office of Journal of Zhengzhou University (Engineering Science) 2024-03-01
Colección:Zhengzhou Daxue xuebao. Gongxue ban
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Acceso en línea:http://gxb.zzu.edu.cn/Upload/PaperUpLoad/a6599bb8-2430-4cfb-98c8-7f51ee7f1691.pdf
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