Improved Surface Defect Classification from a Simple Convolutional Neural Network by Image Preprocessing and Data Augmentation

Francisco López de la Rosa, Lucía Moreno-Salvador, José L. Gómez-Sirvent, Rafael Morales 0001, Roberto Sánchez-Reolid, Antonio Fernández-Caballero 0001. Improved Surface Defect Classification from a Simple Convolutional Neural Network by Image Preprocessing and Data Augmentation. In José Manuel Ferrández Vicente, Mikel Val-Calvo, Hojjat Adeli, editors, Bioinspired Systems for Translational Applications: From Robotics to Social Engineering - 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, Olhâo, Portugal, June 4-7, 2024, Proceedings, Part II. Volume 14675 of Lecture Notes in Computer Science, pages 23-32, Springer, 2024. [doi]

Abstract

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