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

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...

Full description

Saved in:
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
Subjects:
deep learning
nitrogen
precision agriculture
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162025001000318&lng=en&tlng=en
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items