A lightweight deep neural network with higher accuracy

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 o...

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Detalles Bibliográficos
Autores principales: Zhao, Liquan, Wang, Leilei, Jia, Yanfei, Cui, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345353/
https://www.ncbi.nlm.nih.gov/pubmed/35917311
http://dx.doi.org/10.1371/journal.pone.0271225

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345353/
https://www.ncbi.nlm.nih.gov/pubmed/35917311
http://dx.doi.org/10.1371/journal.pone.0271225

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