Nondestructive Detection Method for the Calcium and Nitrogen Content of Living Plants Based on Convolutional Neural Networks (CNN) Using Multispectral Images

Nondestructive Detection Method for the Calcium and Nitrogen Content of Living Plants Based on Convolutional Neural Networks (CNN) Using Multispectral Images

Herein, we present the novel method targeted for determination of plant nutritional state with the use of computer vision and Neural Networks. The method is based on multispectral imaging performed by an exclusively designed Agroscanner and a dedicated analytical system for further data analysis wit...

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Bibliographic Details
Main Authors: Grzegorz Kunstman, Paweł Kunstman, Łukasz Lasyk, Jacek Stanisław Nowak, Agnieszka Stępowska, Waldemar Kowalczyk, Jakub Dybaś, Ewa Szczęsny-Małysiak
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Agriculture
Subjects:
plant nutrients
spectral imaging
neural networks
computer vision
Online Access:https://www.mdpi.com/2077-0472/12/6/747

Internet

https://www.mdpi.com/2077-0472/12/6/747

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