Advanced phenotyping in tomato fruit classification through artificial intelligence

Advanced phenotyping in tomato fruit classification through artificial intelligence

ABSTRACT: The tomato (Solanum lycopersicum L.) plays a vital role in global agriculture and is a model organism in genetic studies. Visual classification of tomatoes for genetic improvement programs faces challenges due to variety diversity, uneven ripening, external damages, and evaluator subjectiv...

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Main Authors: Sandra Eulália Santos Faria, Alcinei Místico Azevedo, Nayany Gomes Rabelo, Varlen Zeferino Anastácio, Valentina de Melo Maciel, Deltimara Viana Matos, Elias Barbosa Rodrigues, Phelipe Souza Amorim, Janete Ramos da Silva, Fernanda de Souza Santos
Format: Article
Language:English
Published: Universidade de São Paulo 2024-11-01
Series:Scientia Agricola
Subjects:
Solanum lycopersicum L
image analysis
deep learning
tomato breeding
neural networks
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162025000101101&lng=en&tlng=en
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