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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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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Neupane, Bipul, Horanont, Teerayut, Hung, Nguyen Duy
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6797093/
https://ncbi.nlm.nih.gov/pubmed/31622450
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0223906
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