Ornamental Potential Classification and Prediction for Pepper Plants (<i>Capsicum</i> spp.): A Comparison Using Morphological Measurements and RGB Images as Data Source

Ornamental Potential Classification and Prediction for Pepper Plants (<i>Capsicum</i> spp.): A Comparison Using Morphological Measurements and RGB Images as Data Source

Anticipating the ornamental quality of plants is of significant importance for genetic breeding programs. This study investigated the potential of predicting and classifying whether ornamental pepper plants will exhibit desirable ornamental traits based on RGB images, comparing these results with an...

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Bibliographic Details
Main Authors: Antonia Maiara Marques do Nascimento, Ruben Ruiz-Gonzalez, Víctor Martínez-Martínez, Artur Mendes Medeiros, Fábio Sandro dos Santos, Elizanilda Ramalho do Rêgo, Samy Pimenta, Cláudia Pombo Sudré, Cintia dos Santos Bento, Carlos Cambra, Priscila Alves Barroso
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
ornamental plants
RGB image analysis
Vision Transformer (ViT)
XGBoost
morphological measurements
plant breeding
Online Access:https://www.mdpi.com/2076-3417/15/14/7801
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