NEURAL NETWORKS IN A CHARACTER RECOGNITION MOBILE APPLICATION

被引：0

作者：

Zelenina, L. I. ^{[1
]}

Khaimina, L. E. ^{[1
]}

Khaimin, E. S. ^{[1
]}

Antufiev, D. I. ^{[1
]}

Zashikhina, I. M. ^{[2
]}

机构：

[1] Northern Arctic Fed Univ, Higher Sch Informat Technol & Automated Syst, Dept Appl Math & High Performance Comp, Arkhangelsk, Russia

[2] Northern Arctic Fed Univ, Higher Sch Social Sci Humanities & Int Commun, Dept Philosophy & Sociol, Arkhangelsk, Russia

来源：

MATHEMATICS AND INFORMATICS | 2020年 / 63卷 / 05期

关键词：

convolutional neural network; character recognition; mobile application; application programming interface (API);

D O I：

暂无

中图分类号：

G40 [教育学];

学科分类号：

040101 ; 120403 ;

摘要：

The article deals with the problem of character recognition using an artificial neural network. Based on the selected data, a model of a convolutional neural network was built, parameters were selected, and the result of training the network was demonstrated. A mobile application with an embedded neural network model has been developed. The process of connecting an API for displaying information on recognized characters has been described. A mobile application with the functionality of recognizing Japanese characters is implemented.

引用

页码：484 / 500

页数：17