Surface Defect Detection of Steel Plate Based on SKS-YOLO

Surface Defect Detection of Steel Plate Based on SKS-YOLO

During the production process of steel plate, surface defect detection is crucial for high-quality products. For the existing defect detection method based on machine vision, there are various types of problems, such as large model calculations, low detection accuracy and difficulties of recognizing...

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Detalles Bibliográficos
Autores principales: Shiyang Zhou, Siming Ao, Zhiying Yang, Huaiguang Liu
Formato: Artículo
Lenguaje:English
Publicado: IEEE 2024-01-01
Colección:IEEE Access
Materias:
Surface defect detection
YOLO
attention mechanism
anchor frames
loss function
Acceso en línea:https://ieeexplore.ieee.org/document/10580958/

Internet

https://ieeexplore.ieee.org/document/10580958/

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