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Enhanced YOLOv11 framework for high precision defect detection in printed circuit boards

Abstract This paper presents YOLOv11-PCB, an enhanced deep learning framework specifically designed for automated defect detection in Printed Circuit Boards (PCBs). PCBs are fundamental components in modern electronics, and their reliability hinges on precise defect localization. Conventional inspec...

Ausführliche Beschreibung

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Bibliografische Detailangaben
1. Verfasser: Zeinab F. Elsharkawy
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2025-11-01
Schriftenreihe:Scientific Reports
Schlagworte:
Online-Zugang:https://doi.org/10.1038/s41598-025-27415-w
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