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SteelQC-VGG: a deep learning-driven quality control system for automated surface defect classification in steel manufacturing

Marouene Chaieb, Heni Mayara, Wajdi Hamdoun, Maram Gabsi, Ines Hilali Jaghdam

2025Journal of Intelligent Manufacturing5 citationsDOI

Topics & Concepts

Quality (philosophy)Artificial intelligenceArtificial neural networkConvolutional neural networkComputer scienceDeep learningEngineeringMachine learningControl (management)ResidualThresholdingProduction (economics)Control engineeringControl systemManufacturing engineeringManufacturingReliability engineeringProduct (mathematics)Network modelPattern recognition (psychology)Industrial Vision Systems and Defect DetectionAdvanced Neural Network ApplicationsMachine Learning in Materials Science
SteelQC-VGG: a deep learning-driven quality control system for automated surface defect classification in steel manufacturing | Litcius