A lightweight deep neural network with higher accuracy
A lightweight deep neural network with higher accuracy
About this item
Full title
Author / Creator
Zhao, Liquan , Wang, Leilei , Jia, Yanfei and Cui, Ying
Publisher
San Francisco: Public Library of Science
Journal title
Language
English
Formats
Publication information
Publisher
San Francisco: Public Library of Science
Subjects
More information
Scope and Contents
Contents
To improve accuracy of the MobileNet network, a new lightweight deep neural network is designed based on the MobileNetV2 network. Firstly, it modifies the network depth of MobileNetV2 to balance the image resolution, network width and depth to keep the gradient stable, which reduces the generation of gradient vanishing or gradient exploding. Second...
Alternative Titles
Full title
A lightweight deep neural network with higher accuracy
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_plos_journals_2697325010
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_2697325010
Other Identifiers
ISSN
1932-6203
E-ISSN
1932-6203
DOI
10.1371/journal.pone.0271225
