Improved printed circuit board defect detection scheme

Improved printed circuit board defect detection scheme

Abstract In this paper, an improved printed circuit board(PCB)defect detection scheme named PD-YOLOv8 is proposed, which is specialized in the common and challenging problem of small target recognition in PCB inspection. This improved scheme mainly relies on the basic framework of YOLOv8n, and effec...

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Bibliographic Details
Main Authors: Lufeng Bai, Wen Hao Xu
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
YOLOv8n
PCB defect detection
Small target
Attention mechanism
Online Access:https://doi.org/10.1038/s41598-025-85245-2
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https://doi.org/10.1038/s41598-025-85245-2

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