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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.
Front Plant Sci. 2023 Apr 14;14:1081050. doi: 10.3389/fpls.2023.1081050. eCollection 2023.
Front Plant Sci. 2023.
PMID: 37123860
Free PMC article.
Machine learning approach for automatic recognition of tomato-pollinating bees based on their buzzing-sounds.
Ribeiro AP, da Silva NFF, Mesquita FN, Araújo PCS, Rosa TC, Mesquita-Neto JN.
Ribeiro AP, et al. Among authors: da silva nff.
PLoS Comput Biol. 2021 Sep 16;17(9):e1009426. doi: 10.1371/journal.pcbi.1009426. eCollection 2021 Sep.
PLoS Comput Biol. 2021.
PMID: 34529654
Free PMC article.
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