CLASSIFICATION OF THE NUTRITIONAL CONDITION OF BEAN PLANTS (Phaseolus Vulgaris) USING CONVOLUTIONAL NEURAL NETWORKS AND IMAGE ANALYSIS

ABSTRACT Agriculture plays an essential role in Brazil, especially in the production of beans (Phaseolus vulgaris), an important source of plant protein. In this study, a convolutional neural network (CNN) model was developed to classify the nutritional status of the bean plant focusing on nitrogen...

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Bibliographic Details
Main Authors: Julia Couto, Jamile Regazzo, Murilo Baesso, Adriano Tech, Thiago Silva
Format: Article
Language:English
Published: Sociedade Brasileira de Engenharia Agrícola 2025-07-01
Series:Engenharia Agrícola
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Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162025001000318&lng=en&tlng=en
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