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

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

Acta Electrotechnica et Informatica
Volume 24 (2024): Issue 4 (December 2024)
By: Lenka Kališková and  Peter Butka  
Open Access
|Nov 2024

Authors

Lenka Kališková

lenka.kaliskova@tuke.sk

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
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.

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