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Using pose estimation to identify regions and points on natural history specimens

A key challenge in mobilising growing numbers of digitised biological specimens for scientific research is finding high-throughput methods to extract phenotypic measurements on these datasets. In this paper, we test a pose estimation approach based on Deep Learning capable of accurately placing poin...

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Detalles Bibliográficos
Autores principales: He, Yichen, Cooney, Christopher R., Maddock, Steve, Thomas, Gavin H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9987800/
https://www.ncbi.nlm.nih.gov/pubmed/36812227
http://dx.doi.org/10.1371/journal.pcbi.1010933