Markerless tracking of an entire honey bee colony

Honey bee colonies are hard to automatically monitor due to the high number of visually similar members which move rapidly and whose numbers change over time. Here, the authors report a method for markerless tracking of a bee colony by adapting convolutional neural networks for detection and trackin...

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Autores principales:	Katarzyna Bozek, Laetitia Hebert, Yoann Portugal, Greg J. Stephens
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/3bd296145d094286ae11142a03b1b394
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spelling	oai:doaj.org-article:3bd296145d094286ae11142a03b1b3942021-12-02T13:17:59ZMarkerless tracking of an entire honey bee colony10.1038/s41467-021-21769-12041-1723https://doaj.org/article/3bd296145d094286ae11142a03b1b3942021-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-21769-1https://doaj.org/toc/2041-1723Honey bee colonies are hard to automatically monitor due to the high number of visually similar members which move rapidly and whose numbers change over time. Here, the authors report a method for markerless tracking of a bee colony by adapting convolutional neural networks for detection and tracking.Katarzyna BozekLaetitia HebertYoann PortugalGreg J. StephensNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-13 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Katarzyna Bozek Laetitia Hebert Yoann Portugal Greg J. Stephens Markerless tracking of an entire honey bee colony
description	Honey bee colonies are hard to automatically monitor due to the high number of visually similar members which move rapidly and whose numbers change over time. Here, the authors report a method for markerless tracking of a bee colony by adapting convolutional neural networks for detection and tracking.
format	article
author	Katarzyna Bozek Laetitia Hebert Yoann Portugal Greg J. Stephens
author_facet	Katarzyna Bozek Laetitia Hebert Yoann Portugal Greg J. Stephens
author_sort	Katarzyna Bozek
title	Markerless tracking of an entire honey bee colony
title_short	Markerless tracking of an entire honey bee colony
title_full	Markerless tracking of an entire honey bee colony
title_fullStr	Markerless tracking of an entire honey bee colony
title_full_unstemmed	Markerless tracking of an entire honey bee colony
title_sort	markerless tracking of an entire honey bee colony
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/3bd296145d094286ae11142a03b1b394
work_keys_str_mv	AT katarzynabozek markerlesstrackingofanentirehoneybeecolony AT laetitiahebert markerlesstrackingofanentirehoneybeecolony AT yoannportugal markerlesstrackingofanentirehoneybeecolony AT gregjstephens markerlesstrackingofanentirehoneybeecolony
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Markerless tracking of an entire honey bee colony

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