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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...
Autores principales: | Ferreira, Alef Iury Siqueira, da Silva, Nádia Felix Felipe, Mesquita, Fernanda Neiva, Rosa, Thierson Couto, Monzón, Victor Hugo, Mesquita-Neto, José Neiva |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
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 |
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