改进了基于YOLOv7的钢表面缺陷检测算法

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Updated: Jun 10, 2026

Subsurface Defect Localization by Structured Heating Using Laser Projected Photothermal Thermography
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Subsurface Defect Localization by Structured Heating Using Laser Projected Photothermal Thermography

Published on: May 15, 2017

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Yinghong Xie1, Biao Yin1, Xiaowei Han2

  • 1School of Information Engineering, Shenyang University, Shenyang 110003, China.

Mathematical biosciences and engineering : MBE
|February 2, 2024
PubMed
概括

这项研究增强了YOLOv7算法用于钢表面缺陷检测,改善了小目标识别. 这种新的方法在基准数据集上提高了高达6%的平均精度 (mAP).

关键词:
在 SPPFCSPCPC.这就是YOLOv7的意义.注意力机制注意力机制发现缺陷检测检测缺陷检测变压器变压器变压器变压器

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