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Forages ROIs: Automated forage grass detection in aerial imagery

Forages ROIs is a computer vision tool for detecting and classifying forage grasses (Urochloa and Megathyrsus species) in high-resolution UAV imagery. Available as a QGIS plugin and desktop application, it reduces manual annotation time for high-throughput phenotyping applications facilitating crop...

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Main Authors: Ruiz-Hurtado, Andres Felipe, Camelo-Munevar, Rodrigo Andres, Jauregui, Rosa Noemi, Cardoso Arango, Juan Andres
Format: Software
Language:Inglés
Published: 2025
Subjects:
machine learning
unmanned aerial vehicles
imagery
feed crops
Online Access:https://hdl.handle.net/10568/176858
Summary:Forages ROIs is a computer vision tool for detecting and classifying forage grasses (Urochloa and Megathyrsus species) in high-resolution UAV imagery. Available as a QGIS plugin and desktop application, it reduces manual annotation time for high-throughput phenotyping applications facilitating crop grid generation.

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