Browsing by Author "Haydash, О."

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  • A review on the use of artificial intelligence and deep learning algorithms in crops Phytosanitary Monitoring 
    Averchev, О.; Lykhovyd, P.; Hranovska, L.; Bidnyna, I.; Marchenko, T.; Leliavska, L.; Khomenko, T.; Haydash, О.; Hetman, М.; Hnylytskyi, Y. (Modern Phytomorphology, 2024-10-20)
    The article presents a review of current applications and capacities of artificial intelligence in identifying pests and diseases of common agricultural crops. The review is created based on the literature search, conducted ...
  • Supervised machine learning in crop recognition through remote sensing: A case study for Ukrainian croplands 
    Averchev, О.; Vozhehova, R.; Avercheva, N.; Bidnyna, О.; Kozyriev, V.; Lykhovyd, P.; Marchenko, T.; Leliavska, L.; Haydash, О.; Hetman, М.; Piliarska1, О. (Article Type: Research J Name: Modern Phytomorphology, 2024-10-20)
    Automated crop recognition is an important branch of modern agriculture. It provides wide opportunities for cropland mapping, crop rotations analysis, cropland structure and agricultural land use monitoring, etc. Remote ...

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