Improvement of Classification Results of Convolutional Neural Networks Using Various Gan-Based Augmentation Techniques

Department of Cybernetics and Artificial Intelligence, Faculty of Electrical Engineering and Informatics, Technical University of Košice, Slovak Republic

Peter Butka

peter.butka@tuke.sk

Department of Cybernetics and Artificial Intelligence, Faculty of Electrical Engineering and Informatics, Technical University of Košice, Slovak Republic

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DOI: https://doi.org/10.2478/aei-2024-0013 | Journal eISSN: 1338-3957 | Journal ISSN: 1335-8243

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Language: English

Page range: 11 - 18

Submitted on: Jun 30, 2024

Accepted on: Aug 13, 2024

Published on: Nov 17, 2024

Published by: Technical University of Košice

In partnership with: Paradigm Publishing Services

Publication frequency: 4 issues per year

Keywords:

augmentation,

generative adversarial network,

convolutional neural network,

classification,

deep learning

Related subjects:

Computer sciences,

Information technology,

Databases and data mining,

Engineering,

Electrical engineering,

Information technology

© 2024 Lenka Kališková, Peter Butka, published by Technical University of Košice
This work is licensed under the Creative Commons Attribution 4.0 License.

Volume 24 (2024): Issue 4 (December 2024)