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posted on 2025-04-07, 17:32 authored by Yazhou Li, Yuanyuan Wang, Jiange Liu, Kexiao Wu, Hauwa Suieiman Abdullahi, Pinrong Lv, Haiyan ZhangOriginal images of the images used in the paper.
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xlink "> addressingprinted circuit boardsfeature extraction networkexperimental results demonstratecombined loss functionmodel &# 8217large model sizetime defect detectionnovel scf modulelevel semantic featuresslow detection speedyolo defect detectiondetection speedmodel introducesinference speedyolov8 algorithmyolo utilizesyolo reducestraining processthus improvingsynthesis c2fstudy proposesresource limitationprecise locationmultiple scalesmodel parameterslightweight mobilenetkey featuresefficient solutioneffectively reduceseffectively balancedifferent objectivesdifferent levelscomplex scenarioscombines cioucapture highalgorithm deployment60 %.
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