Перегляд за Автор "Mazurets, O. V."

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    Object-Oriented Intelligent System for Neural Network Detection of Sugar Crystallization Zones
    (2024) Mazurets, O. V.; Klimenko, V. I.; Molchanova, M.O.; Sultanov, A.V.; Мазурець, Олександр Вікторович
    A method for detecting sugar crystallization zones in production has been developed to optimize processes and automate problem detection. It uses a trained neural network and image analysis to classify and explain crystallization zones. The system's object-oriented architecture includes four subsystems and a database, with detailed functions and roles described. The design comprises nine classes, outlining the functional purpose and software components for neural network-based image multi-classification. Key implementation features of the intelligent system are also highlighted.