Cherry Tree Crown Extraction Using Machine Learning Based on Images from UAVs

Cherry Tree Crown Extraction Using Machine Learning Based on Images from UAVs

Remote sensing stands out as one of the most widely used operations in the field. In this research area, UAVs offer full coverage of large cultivation areas in a few minutes and provide orthomosaic images with valuable information based on multispectral cameras. Especially for orchards, it is helpfu...

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Bibliographic Details
Main Authors: Vasileios Moysiadis, Ilias Siniosoglou, Georgios Kokkonis, Vasileios Argyriou, Thomas Lagkas, Sotirios K. Goudos, Panagiotis Sarigiannidis
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Agriculture
Subjects:
machine learning
tree detection
remote sensing
smart farming
Detectron2
YOLOv8
Online Access:https://www.mdpi.com/2077-0472/14/2/322

Internet

https://www.mdpi.com/2077-0472/14/2/322

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