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Wykrywanie chorób roślin na podstawie obrazów

Wykrywanie chorób roślin na podstawie obrazów

Jayapriya Palanisamy

64,18 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Tecnología: cuestiones generales
ISBN:
9786208004897
64,18 €
IVA incluido
Disponible

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Ta książka bada zaawansowane podejście do automatycznej, opartej na markerach morfologicznych segmentacji obrazu, klasyfikacji i wykrywania chorób u chorych roślin pomidora przy użyciu klasyfikacji za pomocą maszyny wektorów nośnych (SVM). Zagłębia się w sposób, w jaki przetwarzanie morfologiczne zwiększa dokładność segmentacji obrazu, umożliwiając precyzyjną identyfikację chorych obszarów w roślinach pomidora. W książce omówiono również techniki ekstrakcji cech, metody klasyfikacji i skuteczność SVM w rozróżnianiu zdrowych i chorych obszarów roślin. Praca ta jest szczególnie przydatna dla naukowców, agronomów i ekspertów od wizji komputerowej pracujących nad precyzyjnym rolnictwem i diagnostyką chorób roślin przy użyciu technik głębokiego uczenia się i uczenia maszynowego.

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