Towards Intelligent Pruning of Vineyards by Direct Detection of Cutting Areas

Towards Intelligent Pruning of Vineyards by Direct Detection of Cutting Areas

The development of robots for automatic pruning of vineyards using deep learning techniques seems feasible in the medium term. In this context, it is essential to propose and study solutions that can be deployed on portable hardware, with artificial intelligence capabilities but reduced computing po...

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Bibliographic Details
Main Authors: Elia Pacioni, Eugenio Abengózar, Miguel Macías Macías, Carlos J. García-Orellana, Ramón Gallardo, Horacio M. González Velasco
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Agriculture
Subjects:
computer vision
object segmentation
Mask R-CNN
YOLOv8
vineyard pruning
Online Access:https://www.mdpi.com/2077-0472/15/11/1154
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