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Deep learning based banana plant detection and counting using high-resolution red-green-blue (RGB) images collected from unmanned aerial vehicle (UAV)

The production of banana—one of the highly consumed fruits—is highly affected due to loss of certain number of banana plants in an early phase of vegetation. This affects the ability of farmers to forecast and estimate the production of banana. In this paper, we propose a deep learning (DL) based me...

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Detalles Bibliográficos
Autores principales: Neupane, Bipul, Horanont, Teerayut, Hung, Nguyen Duy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6797093/
https://www.ncbi.nlm.nih.gov/pubmed/31622450
http://dx.doi.org/10.1371/journal.pone.0223906