Registration Number
0224U002245,
(0123U103568)
, R & D reports
Title
System of integration and intelligent processing of data from satellites, unmanned aerial vehicles and ground sources based on artificial intelligence methods
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Система збору та інтеграції даних
Head
Stirenko Serhii H., Доктор технічних наук
Registration Date
09-02-2024
Organization
National Technscal University of Ukraine "Kiev Polytechnic Institute".
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The main goal of the project is to improve the existing methods of integration of multimodal data, which include ground data (GD), satellite data (SD), data from unmanned aerial vehicles (UAV) or UD, by artificial intelligence (AI) methods. Unlike existing solutions, the created AI platform for the integration of multimodal SD-UD-GD data will significantly increase the effectiveness of monitoring and rescue operations to overcome the consequences of natural disasters and military operations.
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Created a deep learning workflow for object detection in multimodal images from a modified VEDAI multimodal dataset for application to deep learning models using genetic algorithms to tune hyperparameters.
Product Description
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Alenin Oleh I.
Hordiyenko Yurii H.
Kohura Yurii Р.
Rokoviy Oleksandr P.
Serhiienko Anatolii M.
Stirenko Sergii H.
Taran Vladyslav I.
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2026-06-23
