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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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Autors principals: ZHANG Zhen, WANG Xiaojie, JIN Zhihua, MA Jijun
Format: Artigo
Idioma:Chinês
Publicat: Editorial Office of Journal of Zhengzhou University (Engineering Science) 2024-03-01
Col·lecció:Zhengzhou Daxue xuebao. Gongxue ban
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Accés en línia:http://gxb.zzu.edu.cn/Upload/PaperUpLoad/a6599bb8-2430-4cfb-98c8-7f51ee7f1691.pdf
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