Machine Learning-Based Hyperspectral and RGB Discrimination of Three Polyphagous Fungi Species Grown on Culture Media

Machine Learning-Based Hyperspectral and RGB Discrimination of Three Polyphagous Fungi Species Grown on Culture Media

In this study, three fungi species (<i>Botrytis cinerea, Rhizoctonia solani, Sclerotinia sclerotiorum</i>) were discriminated using hyperspectral and red-green-blue (RGB) data and machine learning methods. The fungi were incubated at 25 °C for 10 days on potato dextrose agar in Petri dis...

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Bibliographic Details
Main Authors: Jan Piekarczyk, Andrzej Wójtowicz, Marek Wójtowicz, Jarosław Jasiewicz, Katarzyna Sadowska, Natalia Łukaszewska-Skrzypniak, Ilona Świerczyńska, Katarzyna Pieczul
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Agronomy
Subjects:
machine learning
fungi discrimination
reflectance spectra
RGB image
Online Access:https://www.mdpi.com/2073-4395/12/8/1965

Internet

https://www.mdpi.com/2073-4395/12/8/1965

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