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Surface Defect Detection Model for Aero-Engine Components Based on Improved YOLOv5

Aiming at the problems of low efficiency and poor accuracy in conventional surface defect detection methods for aero-engine components, a surface defect detection model based on an improved YOLOv5 object detection algorithm is proposed in this paper. First, a k-means clustering algorithm was used to...

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Principais autores: Xin Li, Cheng Wang, Haijuan Ju, Zhuoyue Li
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2022-07-01
Series:Applied Sciences
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Acceso en liña:https://www.mdpi.com/2076-3417/12/14/7235
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