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Impact of annotation quality on model performance of welding defect detection using deep learning

Jinhan Cui, Baoxin Zhang, Xiaopeng Wang, Juntao Wu, Jiajia Liu, Yan Li, Zhi Xiong, Wenpin Zhang, Xinghua Yu

2024Welding in the World24 citationsDOI

Topics & Concepts

Materials scienceWeldingQuality (philosophy)Solid mechanicsArtificial intelligenceAnnotationSystems engineeringComputer scienceMetallurgyComposite materialEngineeringPhilosophyEpistemologyWelding Techniques and Residual StressesNon-Destructive Testing TechniquesIndustrial Vision Systems and Defect Detection
Impact of annotation quality on model performance of welding defect detection using deep learning | Litcius