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Cited article:

Development of Hybrid Models Based on AlexNet and Machine Learning Approaches for Strip Steel Surface Defect Classification

Adel Boudiaf, Said Benlahmidi, Amine Dahane and Abdelmalek Bouguettaya
Journal of Failure Analysis and Prevention 24 (3) 1376 (2024)
https://doi.org/10.1007/s11668-024-01927-5

Automatic recognition of surface defects of hot rolled strip steel based on deep parallel attention convolution neural network

YuFeng Zhao, XiaoLei Sun and JiaXing Yang
Materials Letters 353 135313 (2023)
https://doi.org/10.1016/j.matlet.2023.135313

Classification of Surface Defects on Steel Strip Images using Convolution Neural Network and Support Vector Machine

Adel Boudiaf, Said Benlahmidi, Khaled Harrar and Rachid Zaghdoudi
Journal of Failure Analysis and Prevention 22 (2) 531 (2022)
https://doi.org/10.1007/s11668-022-01344-6