The Problem of Images’ Classification: Neural Networks
The Problem of Images’ Classification: Neural Networks
Author(s): Larisa Zelenina, Liudmila Khaimina, Evgenii Khaimin, Inga Zashikhina, D.S. KhripunovSubject(s): Social Sciences, Education, Vocational Education, Adult Education, Higher Education , State/Government and Education, Inclusive Education / Inclusion
Published by: Национално издателство за образование и наука „Аз-буки“
Keywords: image classification; convolutional neural network; Python programming language libraries; graphical user interface (GUI)
Summary/Abstract: The article discusses the employment of an artificial neural network for the problem of image classification. Based on the compiled dataset, a convolutional neural network model was implemented and trained. An application for images classification was created. The practical value of the developed application allows an efficient use of a smartphone camera’s storage facilities. The article presents a detailed methodology of the application’s development.
Journal: Математика и информатика
- Issue Year: 64/2021
- Issue No: 3
- Page Range: 289-300
- Page Count: 12
- Language: English
- Content File-PDF