Enhancing palm precision agriculture: An approach based on deep learning and UAVs for efficient palm tree detection

Enhancing palm precision agriculture: An approach based on deep learning and UAVs for efficient palm tree detection

The palm sector plays a critical role in achieving the Sustainable Development Goals (SDGs). Accurate identification and counting of palm trees are vital for estimating yields, managing orchards, and planning future planting. We are currently investigating deep-learning-based object detection algori...

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Bibliographic Details
Main Authors: Yosra Hajjaji, Wadii Boulila, Imed Riadh Farah, Anis Koubaa
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Ecological Informatics
Subjects:
YOLO (you only look once )
Object detection
Palm tree detection
Deep learning
UAV images
Online Access:http://www.sciencedirect.com/science/article/pii/S1574954124004941

Internet

http://www.sciencedirect.com/science/article/pii/S1574954124004941

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