An experimental comparison of the widely used pre‐trained deep neural networks for image classification tasks towards revealing the promise of transfer‐learning-Reference-Cited by-同舟云学术

An experimental comparison of the widely used pre‐trained deep neural networks for image classification tasks towards revealing the promise of transfer‐learning

Published:2022-07-26 Issue:24 Volume:34 Page:
ISSN:1532-0626
Container-title:Concurrency and Computation: Practice and Experience
language:en
Short-container-title:Concurrency and Computation

Author:

Kabakus Abdullah Talha¹^ORCID,Erdogmus Pakize¹

Affiliation:

1. Department of Computer Engineering, Faculty of Engineering Duzce University Düzce Turkey

Publisher

Wiley

Subject

Computational Theory and Mathematics,Computer Networks and Communications,Computer Science Applications,Theoretical Computer Science,Software

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/cpe.7216

Reference43 articles.

1. A Survey of Deep Learning: Platforms, Applications and Emerging Research Trends

2. KrizhevskyA SutskeverI HintonGE.ImageNet classification with deep convolutional neural networks. In: Proceedings of the 25th International Conference on Neural Information Processing Systems Vol. 1 (NIPS'12);2012:1097‐1105.

3. NielsenM.Neural Networks and Deep Learning;2019.http://neuralnetworksanddeeplearning.com

4. TensorFlow.Google;2021.https://www.tensorflow.org

5. KerasCF.The Python Deep Learning API;2015.https://keras.io

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