Vineyard Zoning and Vine Detection Using Machine Learning in Unmanned Aerial Vehicle Imagery

Vineyard Zoning and Vine Detection Using Machine Learning in Unmanned Aerial Vehicle Imagery

Precision viticulture systems are essential for enhancing traditional intensive viticulture, achieving high-quality results, and minimizing costs. This study explores the integration of Unmanned Aerial Vehicles (UAVs) and artificial intelligence in precision viticulture, focusing on vine detection a...

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Bibliographic Details
Main Authors: Milan Gavrilović, Dušan Jovanović, Predrag Božović, Pavel Benka, Miro Govedarica
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Remote Sensing
Subjects:
neural networks
UAV
precision viticulture
YOLO
K means
remote sensing
Online Access:https://www.mdpi.com/2072-4292/16/3/584

Internet

https://www.mdpi.com/2072-4292/16/3/584

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