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Updated: May 16, 2025

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使用SLF-YOLO增强的YOLOv8模型进行金属表面缺陷检测.

Yuan Liu1, Yilong Liu1, Xiaoyan Guo2

  • 1School of Mathematics, Northwest University, 1 Xuefu Avenue, Xi'an, 710127, Shaanxi Province, China.

Scientific reports
|April 1, 2025
PubMed
概括

轻量级物体检测模型SLF-YOLO增强了金属表面缺陷检测. 它实现了高精度和效率,在资源有限的工业环境中表现优于现有模型.

关键词:
轻量级的模型轻量级的模型多尺度的核聚变技术优化了损失功能的优化.表面缺陷检测检测的表面缺陷检测.这就是YOLOv8的意义.

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