A Novel Image Classification Approach via Dense-MobileNet Models

As a lightweight deep neural network, MobileNet has fewer parameters and higher classification accuracy. In order to further reduce the number of network parameters and improve the classification accuracy, dense blocks that are proposed in DenseNets are introduced into MobileNet. In Dense-MobileNet...

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Bibliographic Details
Main Authors: Wei Wang, Yutao Li, Ting Zou, Xin Wang, Jieyu You, Yanhong Luo
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Mobile Information Systems
Online Access:http://dx.doi.org/10.1155/2020/7602384