Development of a Platform for Road Infrastructure Digital Certification

被引:0
|
作者
Moseva, M. S. [1 ]
Gorodnichev, M. G. [1 ]
Polyantseva, K. A. [1 ]
Sheremetev, A., V [1 ]
Dzhabrailov, Kh A. [1 ]
机构
[1] Moscow Tech Univ Commun & Informat, Moscow, Russia
关键词
CNN; Convolutional Neural Network; Computer vision; convolutional neural networks; image analysis; object detection in images; metadata;
D O I
10.1109/TIRVED53476.2021.9639102
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper considers the analysis of information environments and technologies suitable for the development of a platform for digital certification of road infrastructure. There is a description of the platform design: the tasks that make up the development are considered. The approaches to the implementation of the considered tasks are analyzed. Describes in detail the implementation of the platform components: preparing images for training a convolutional neural network, training a neural network on a prepared dataset, testing a trained neural network, software implementation of obtaining latitude and longitude from photo metadata in a user-friendly form, as well as in an easy-to-load cartographic service form.
引用
收藏
页数:8
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