Deep learning and georeferenced RGB-D imaging for hydroponic strawberry yield mapping

Yield mapping in agricultural crops remains a significant challenge, particularly in uncontrolled environments. This study evaluates four instance segmentation algorithms: YOLOv8n, YOLOv8s, YOLOv8m, and YOLOv8l, along with a low-cost GNSS RTK system to detect and count strawberries in a hydroponic e...

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Bibliographic Details
Main Authors: Camilo Pardo-Beainy, Carlos Parra, Leonardo Solaque, Won Suk Lee
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Smart Agricultural Technology
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Online Access:http://www.sciencedirect.com/science/article/pii/S2772375525005246
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