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An Efficient Technique for Size Reduction of Convolutional Neural Networks after Transfer Learning for Scene Recognition Tasks Cover

An Efficient Technique for Size Reduction of Convolutional Neural Networks after Transfer Learning for Scene Recognition Tasks

Applied Computer Systems
Volume 23 (2018): Issue 2 (December 2018)
By:
Open Access
|Dec 2018
DOI: https://doi.org/10.2478/acss-2018-0018 | Journal eISSN: 2255-8691 | Journal ISSN: 2255-8683
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Language: English
Page range: 141 - 149
Published on: Dec 31, 2018
Published by: Riga Technical University
In partnership with: Paradigm Publishing Services
Publication frequency: 1 times per year
Keywords:
AlexNet,
convolutional neural network,
pretrained network,
scene recognition,
size reduction,
transfer learning,
truncated network
Related subjects:
Computer sciences,
Artificial intelligence,
Information technology,
Project management,
Software development

© 2018 Vadim Romanuke, published by Riga Technical University
This work is licensed under the Creative Commons Attribution 4.0 License.

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