Research on PCB defect detection algorithm based on LPCB-YOLO

Research on PCB defect detection algorithm based on LPCB-YOLO

IntroductionIn response to the challenges of small target size, slow detection speed, and large model parameters in PCB surface defect detection, LPCB-YOLO was designed. The goal was to ensure detection accuracy and comprehensiveness while significantly reducing model parameters and improving comput...

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Bibliographic Details
Main Authors: Haiyan Zhang, Yazhou Li, Dipu Md Sharid Kayes, Zhaoyu Song, Yuanyuan Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Physics
Subjects:
printed circuit board
lightweight network
ELAN
defects detection
tiny target detection
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2024.1472584/full
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