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Yield Estimation and Visualization Solution for Precision Agriculture

We present an end-to-end smart harvesting solution for precision agriculture. Our proposed pipeline begins with yield estimation that is done through the use of object detection and tracking to count fruit within a video. We use and train You Only Look Once model (YOLO) on video clips of apples, ora...

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Detalles Bibliográficos
Autores principales: Osman, Youssef, Dennis, Reed, Elgazzar, Khalid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512698/
https://www.ncbi.nlm.nih.gov/pubmed/34640977
http://dx.doi.org/10.3390/s21196657