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YOLO object detection models can locate and classify broad groups of flower-visiting arthropods in images

Develoment of image recognition AI algorithms for flower-visiting arthropods has the potential to revolutionize the way we monitor pollinators. Ecologists need light-weight models that can be deployed in a field setting and can classify with high accuracy. We tested the performance of three deep lea...

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Detalles Bibliográficos
Autores principales: Stark, Thomas, Ştefan, Valentin, Wurm, Michael, Spanier, Robin, Taubenböck, Hannes, Knight, Tiffany M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10541899/
https://www.ncbi.nlm.nih.gov/pubmed/37773202
http://dx.doi.org/10.1038/s41598-023-43482-3