Selected technical issues of deep neural networks for image classification purposes

In recent years, deep learning and especially deep neural networks (DNN) have obtained amazing performance on a variety of problems, in particular in classification or pattern recognition. Among many kinds of DNNs, the convolutional neural networks (CNN) are most commonly used. However, due to their...

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Bibliographic Details

Published in:	Bulletin of the Polish Academy of Sciences: Technical Sciences
Main Authors:	M. Grochowski, A. Kwasigroch, A. Mikołajczyk
Format:	Article
Language:	English
Published:	Polish Academy of Sciences 2019-04-01
Subjects:	deep neural network deep learning image classification batch normalization transfer learning dropout
Online Access:	https://journals.pan.pl/Content/112085/PDF/21_363-376_00946_Bpast.No.67-2_06.02.20.pdf