Research on the Small Target Recognition Method of Automobile Tire Marking Points Based on Improved YOLOv5s

Research on the Small Target Recognition Method of Automobile Tire Marking Points Based on Improved YOLOv5s

At present, the identification of tire marking points relies primarily on manual inspection, which is not only time-consuming and labor-intensive but also prone to false detections, significantly impacting enterprise efficiency. To achieve accurate recognition of tire marking points, this study prop...

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Bibliographic Details
Main Authors: Zhongfeng Guo, Junlin Yang, Jiahui Sun, Wenzeng Zhao
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
deep learning
YOLOv5 algorithm
attention module
target prediction head
loss function
tire identification point
Online Access:https://www.mdpi.com/2076-3417/13/15/8771

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