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Journals
Foundations of Computing and Decision Sciences
Volume 45 (2020): Issue 3 (September 2020)
Open Access
Transfer Learning Methods as a New Approach in Computer Vision Tasks with Small Datasets
Andrzej Brodzicki
Andrzej Brodzicki
Department of Automatic Control and Robotics, AGH University of Science and Technology
Krakow, Poland
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Brodzicki, Andrzej
,
Michal Piekarski
Michal Piekarski
Department of Automatic Control and Robotics, AGH University of Science and Technology
Krakow, Poland
SOLARIS National Synchrotron Radiation Centre, Jagiellonian University
Krakow, Poland
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Piekarski, Michal
,
Dariusz Kucharski
Dariusz Kucharski
Department of Automatic Control and Robotics, AGH University of Science and Technology
Krakow, Poland
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Kucharski, Dariusz
,
Joanna Jaworek-Korjakowska
Joanna Jaworek-Korjakowska
Department of Automatic Control and Robotics, AGH University of Science and Technology
Krakow, Poland
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Jaworek-Korjakowska, Joanna
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Marek Gorgon
Marek Gorgon
Department of Automatic Control and Robotics, AGH University of Science and Technology
Krakow, Poland
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Gorgon, Marek
Sep 18, 2020
Foundations of Computing and Decision Sciences
Volume 45 (2020): Issue 3 (September 2020)
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Published Online:
Sep 18, 2020
Page range:
179 - 193
Received:
Feb 29, 2020
Accepted:
Jul 29, 2020
DOI:
https://doi.org/10.2478/fcds-2020-0010
Keywords
Deep neural networks
,
Transfer learning
,
Signal processing
,
Image analysis
,
Anomaly detection
© 2020 Andrzej Brodzicki et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
