Dr. Mariya Talakh Profile

Dr. Mariya Talakh

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Publications (2)

Proceedings Article | 16 December 2024 Paper

Modern programming technologies in the tasks of identification and classification of military aircraft using machine learning algorithms

Dmytro Uhryn, Artem Karachevtsev, Taras Terletskyi, Oleh Kaidyk, Mariya Talakh, Viktor Ilin, Volodymyr Bogachuk, Oleksandr Kaduk, Zinagul Suranchiyeva, Zbigniew Omiotek

Proceedings Volume 13400, 134000K (2024) https://doi.org/10.1117/12.3054877

KEYWORDS: Education and training, Machine learning, Evolutionary algorithms, Object detection, Data modeling, Object recognition, Neural networks, Detection and tracking algorithms, Deep learning, Process modeling

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Proceedings Article | 5 January 2024 Paper

Calculation of complex optical fields with the help of AWS cloud

M. Gorsky, E. Vatamanitsa, O. Olar, Y. Ushenko, M. Talakh, V. Dvorzhak, M. Kovalchuk

Proceedings Volume 12938, 129381T (2024) https://doi.org/10.1117/12.3014546

KEYWORDS: Clouds, Simulations, Optical simulations, Cloud computing, Parallel computing, Analytical research, Optical properties

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