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Steel Surface Defect Detection Algorithm Based on Improved YOLOv8 Modeling

Detecting steel defects is a vital process in industrial production, but traditional methods suffer from poor feature extraction and low detection accuracy. To address these issues, this research introduces an improved model, EB-YOLOv8, based on YOLOv8. First, the multi-scale attention mechanism EMA...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Miao Peng, Sue Bai, Yang Lu
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-08-01
Schriftenreihe:Applied Sciences
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Online-Zugang:https://www.mdpi.com/2076-3417/15/15/8759
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