Image Classification Based on Automatic Neural Architecture Search Using Binary Crow Search Algorithm

Neural architectures have accelerated the advancement in various domains by enabling automatic pattern detection, image classification, audio recognition, and face recognition etc. However, they are computationally expensive to design and expert knowledge in various domains is required. In this pape...

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Bibliographic Details
Published in:	IEEE access Vol. 8; pp. 189891 - 189912
Main Authors:	Ahmad, Mobeen, Abdullah, Muhammad, Moon, Hyeonjoon, Yoo, Seong Joon, Han, Dongil
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms AutoML Computer architecture crow search algorithm deep learning Domains Encoding Error analysis Face recognition Genetic algorithms Heuristic algorithms Heuristic methods hyperparameter optimization Image classification Machine learning metaheuristic Neural architecture search Neural networks Object recognition Optimization Parameters Search algorithms Search problems Space exploration Statistical analysis Swarm intelligence
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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