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Updated: Jul 23, 2025

Subsurface Defect Localization by Structured Heating Using Laser Projected Photothermal Thermography
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STMS-YOLOv5:用于轮表面缺陷检测的轻量级算法

Rui Yan1,2, Rangyong Zhang1,2, Jinqiang Bai1,2

  • 1Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan 250014, China.

Sensors (Basel, Switzerland)
|July 14, 2023
PubMed
概括

一个新的轻量级深度学习模型,STMS-YOLOv5,显著提高了轮表面缺陷检测的速度和准确性. 这种模型可以降低计算成本,同时保持工业应用的高性能.

关键词:
注意力机制注意力机制轮缺陷检测 轮缺陷检测 轮缺陷检测轻量级网络轻量级的网络.

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