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Updated: May 10, 2025

Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines
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Author Spotlight: Efficient Image Recognition Using Directional Gradient Histogram Technique and Support Vector Machines

Published on: January 5, 2024

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基于改进的YOLOv5算法,对机械自动食品包装缺陷检测模型的研究

Guanyong Liu1, Shuai Zhang1, Lixin Wang1

  • 1Internship and Training Management Office, Binzhou Polytechnic, Binzhou, Shandong, China.

PloS one
|April 24, 2025
PubMed
概括

这项研究引入了一种增强的YOLOv5模型,用于自动检测食品包装缺陷,大大提高了比传统方法的准确性和效率. 这种先进的模型擅长识别微妙的缺陷和小目标,提高工业自动化能力.

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