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Automatyczne wykrywanie czarnej rdzy w pszenicy przy użyciu CNN

Automatyczne wykrywanie czarnej rdzy w pszenicy przy użyciu CNN


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About the Book

Badania te wprowadzają bardzo dokladny model oparty na CNN (dokladnośc 99,9%) do wczesnego wykrywania czarnej rdzy w pszenicy przy użyciu analizy obrazu. Model zostal wytrenowany na zróżnicowanym, specyficznym dla regionu zbiorze danych, zapewniając solidną wydajnośc w różnych warunkach rolno-klimatycznych. Umożliwia wykrywanie choroby na wczesnym etapie, zmniejszając straty plonów, optymalizując stosowanie fungicydów i promując zrównoważone praktyki rolnicze. System jest lekki, można go wdrożyc na smartfonach i integruje się z cyfrowymi ekosystemami rolniczymi, umożliwiając rolnikom korzystanie z dostępnych narzędzi AI. Jego skalowalnośc i kompatybilnośc z platformami IoT i chmurowymi sprawiają, że jest to ważny krok w kierunku rolnictwa precyzyjnego i krajowego bezpieczeństwa żywnościowego.


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Product Details
  • ISBN-13: 9786208497453
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Height: 229 mm
  • No of Pages: 68
  • Returnable: N
  • Weight: 154 gr
  • ISBN-10: 6208497450
  • Publisher Date: 18 Sep 2025
  • Binding: Paperback
  • Language: Polish
  • Returnable: N
  • Spine Width: 4 mm
  • Width: 152 mm


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