Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks

Eyad Elyan, Carlos Francisco Moreno-GarcĂ­a, Pamela Johnston. Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks. In Lazaros Iliadis, Plamen Parvanov Angelov, Chrisina Jayne, Elias Pimenidis, editors, Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference - Proceedings of the EANN 2020, Halkidiki, Greece [online only because of the COVID-19 pandemic], June 5-7, 2020. Volume 2 of Proceedings of the International Neural Networks Society, pages 215-224, Springer, 2020. [doi]

Abstract

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