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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
,
Michal Piekarski
Michal Piekarski
,
Dariusz Kucharski
Dariusz Kucharski
,
Joanna Jaworek-Korjakowska
Joanna Jaworek-Korjakowska
and
Marek Gorgon
Marek Gorgon
| 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.
Andrzej Brodzicki
Department of Automatic Control and Robotics, AGH University of Science and Technology
Krakow, Poland
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
Dariusz Kucharski
Department of Automatic Control and Robotics, AGH University of Science and Technology
Krakow, Poland
Joanna Jaworek-Korjakowska
Department of Automatic Control and Robotics, AGH University of Science and Technology
Krakow, Poland
Marek Gorgon
Department of Automatic Control and Robotics, AGH University of Science and Technology
Krakow, Poland