AlphaTracker: a multi-animal tracking and behavioral analysis tool
AlphaTracker: a multi-animal tracking and behavioral analysis tool
About this item
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Publisher
Switzerland: Frontiers Media S.A
Journal title
Language
English
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Publisher
Switzerland: Frontiers Media S.A
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Scope and Contents
Contents
Computer vision has emerged as a powerful tool to elevate behavioral research. This protocol describes a computer vision machine learning pipeline called AlphaTracker, which has minimal hardware requirements and produces reliable tracking of multiple unmarked animals, as well as behavioral clustering. AlphaTracker pairs a top-down pose-estimation s...
Alternative Titles
Full title
AlphaTracker: a multi-animal tracking and behavioral analysis tool
Authors, Artists and Contributors
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_46ba63e31e9349eb9219b04121a340ea
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_46ba63e31e9349eb9219b04121a340ea
Other Identifiers
ISSN
1662-5153
E-ISSN
1662-5153
DOI
10.3389/fnbeh.2023.1111908
