Convolutional Neural Networks in the Task of Image Classification
Convolutional Neural Networks in the Task of Image Classification
Author(s): Larisa Zelenina, Liudmila Khaimina, Evgenii Khaimin, D.S. Khripunov, Inga ZashikhinaSubject(s): Social Sciences, Economy, Education, School education, Vocational Education, Adult Education, Higher Education , History of Education, ICT Information and Communications Technologies, Inclusive Education / Inclusion, Distance learning / e-learning, Pedagogy
Published by: Национално издателство за образование и наука „Аз-буки“
Keywords: convolutional neural network; image classification problem; Python programming language; machine learning
Summary/Abstract: Convolutional neural networks are acquiring general acknowledgement for diverse application areas. The article describes the process of solving the task of images classification using convolutional neural networks. The authors present the examples of using convolutional neural networks for various purposes. The composed set of data is used to implement and train the model of convolutional neural network for the task of classification of medical images.
Journal: Математика и информатика
- Issue Year: 65/2022
- Issue No: 1
- Page Range: 19-29
- Page Count: 11
- Language: English
- Content File-PDF