Automatic acoustic recognition of pollinating bee species can be highly improved by Deep Learning models accompanied by pre-training and strong data augmentation

INTRODUCTION: Bees capable of performing floral sonication (or buzz-pollination) are among the most effective pollinators of blueberries. However, the quality of pollination provided varies greatly among species visiting the flowers. Consequently, the correct identification of flower visitors become...

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Detalles Bibliográficos
Autores principales: Ferreira, Alef Iury Siqueira, da Silva, Nádia Felix Felipe, Mesquita, Fernanda Neiva, Rosa, Thierson Couto, Monzón, Victor Hugo, Mesquita-Neto, José Neiva
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Plant Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140520/
https://www.ncbi.nlm.nih.gov/pubmed/37123860
http://dx.doi.org/10.3389/fpls.2023.1081050

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140520/
https://www.ncbi.nlm.nih.gov/pubmed/37123860
http://dx.doi.org/10.3389/fpls.2023.1081050

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