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Updated: May 3, 2026

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MDEB-YOLO:一种轻量级的多尺度注意网络,用于在印刷电路板上检测微缺陷.

Xun Zuo1, Ning Zhao1, Ke Wang2

  • 1School of Information Engineering, Wuhan University of Technology, Wuhan 430070, China.

Micromachines
|February 27, 2026
PubMed
概括

本研究介绍了MDEB-YOLO,这是一种用于检测印刷电路板 (PCB) 上微缺陷的新型深度学习模型. 它实现了高精度和速度,超过了关键工业质量控制的现有方法.

关键词:
在 MDEB-YOLO 中使用 MDEB-YOLO电路板缺陷检测 检测 PCB缺陷检测有效的多尺度可变形注意力 (EMDA)功能金字塔网络是一个特征金字塔网络.轻量级网络轻量级的网络.

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Lumber Defects01:23

Lumber Defects

Lumber defects, which can affect both the appearance and structural integrity of wood, include a variety of growth and manufacturing flaws. Growth defects such as knots and knotholes occur where branches were once attached to the tree trunk, with knotholes forming when these knots fall out. Other natural defects include decay and insect damage, which compromise the wood's strength and durability.
Shakes are minor fractures that run along or across the wood's annual rings, while wane is...
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