The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin Images

Daniel Soukup. The Necessity and Pitfall of Augmentation in Deep Learning: Observations During a Case Study in Triplet Learning for Coin Images. In Maria De Marsico, Gabriella Sanniti di Baja, Ana L. N. Fred, editors, Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020, Valletta, Malta, February 22-24, 2020. pages 387-394, SCITEPRESS, 2020. [doi]

Abstract

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