Comparative analysis of image classification algorithms based on traditional machine learning and deep learning

•Representative SVM and CNN algorithms in traditional machine learning and deep learning for research.•Under other conditions being the same, the data sets are different. The impact of the results varies.•This article compares and analyzes the accuracy and running time. Image classification is a hot...

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Bibliographic Details
Published in:	Pattern recognition letters Vol. 141; pp. 61 - 67
Main Authors:	Wang, Pin, Fan, En, Wang, Peng
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 01.01.2021 Elsevier Science Ltd
Subjects:	Accuracy Algorithms Artificial neural networks Classification Comparative analysis Convolution Convolutional neural networks Datasets Deep learning Image classification Image processing Learning algorithms Machine learning Neural networks Support vector machines Traditional machine learning Deep learning Support vector machines Traditional machine learning Convolutional neural networks
ISSN:	0167-8655, 1872-7344
Online Access:	Get full text
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