Developing a semantic image model using machine learning based on convolutional neural networks

• Date: 2020
• Main Authors: Andon, P.I., Glybovets, A.M., Kuryliak, V.V.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2020
• Subjects: semantic image model; machine learning; computer vision; convolutional neural networks; image links; UDC 004.855
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/427
• Journal Title: Problems in programming

This paper describes the main areas of research in the field of developing computer models for the automatization of digital image recognition. The concept of the semantic image model is introduced and the implementation of the machine learning model for solving the problem of automatic construction...