BrRacemeCounter: An AI-based desktop tool for counting racemes in Urochloa spp.

BrRacemeCounter: An AI-based desktop tool for counting racemes in Urochloa spp.

Seed yield prediction in forage plants involves the detection and counting of individual racemes that comprise an inflorescence. However, this task is labor-intensive to perform manually across large numbers of plants and overly complex for classical machine learning techniques due to challenges suc...

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Bibliographic Details
Main Authors: Darwin Alexis Arrechea-Castillo, Paula Espitia-Buitrago, Ronald David Arboleda, Ana Marcela Gallego-Muñoz, Valeria Moreno-Domínguez, Juan Manuel Gaviria-Valencia, Valeria Andrea Bravo, Andres Felipe Ruiz-Hurtado, Rosa N. Jauregui, Juan Andrés Cardoso
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:SoftwareX
Subjects:
Flowers detection
Machine learning
Deep learning
Computer vision
Instance segmentation
Forage grasses
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711025001487
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