AlphaTracker: a multi-animal tracking and behavioral analysis tool

AlphaTracker: a multi-animal tracking and behavioral analysis tool

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 clusterin...

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Bibliographic Details
Main Authors: Zexin Chen, Ruihan Zhang, Hao-Shu Fang, Yu E. Zhang, Aneesh Bal, Haowen Zhou, Rachel R. Rock, Nancy Padilla-Coreano, Laurel R. Keyes, Haoyi Zhu, Yong-Lu Li, Takaki Komiyama, Kay M. Tye, Cewu Lu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Behavioral Neuroscience
Subjects:
neuroscience
computer vision
animal behavior
animal tracking
behavioral clustering
Online Access:https://www.frontiersin.org/articles/10.3389/fnbeh.2023.1111908/full

Internet

https://www.frontiersin.org/articles/10.3389/fnbeh.2023.1111908/full

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