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DeepLabCut: markerless pose estimation of user-defined body parts with deep learning

Alexander Mathis; Pranav Mamidanna; Kevin M. Cury; Taiga Abe; Venkatesh N. Murthy; Mackenzie Weygandt Mathis; Matthias Bethge · Nature Neuroscience · 2018

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Author / responsible party
Alexander Mathis; Pranav Mamidanna; Kevin M. Cury; Taiga Abe; Venkatesh N. Murthy; Mackenzie Weygandt Mathis; Matthias Bethge
Publisher
Nature Neuroscience
Year
2018
Language
English

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APA 7

Mathis, A, Mamidanna, P, Cury, K. M, Abe, T, Murthy, V. N, Mathis, M. W, & Bethge, M. (2018). DeepLabCut: markerless pose estimation of user-defined body parts with deep learning. https://doi.org/10.1038/s41593-018-0209-y

MLA

Mathis, Alexander, et al. "DeepLabCut: markerless pose estimation of user-defined body parts with deep learning." 2018. https://doi.org/10.1038/s41593-018-0209-y.

Chicago

Mathis, Alexander, Pranav Mamidanna, Kevin M. Cury, Taiga Abe, Venkatesh N. Murthy, Mackenzie Weygandt Mathis, and Matthias Bethge. 2018. "DeepLabCut: markerless pose estimation of user-defined body parts with deep learning.". https://doi.org/10.1038/s41593-018-0209-y.

Harvard

Mathis, A. et al. 2018, DeepLabCut: markerless pose estimation of user-defined body parts with deep learning, Nature Neuroscience, available at: https://doi.org/10.1038/s41593-018-0209-y [Accessed 7 Aug. 2026].

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Title
DeepLabCut: markerless pose estimation of user-defined body parts with deep learning
Author / contributors
Alexander Mathis; Pranav Mamidanna; Kevin M. Cury; Taiga Abe; Venkatesh N. Murthy; Mackenzie Weygandt Mathis; Matthias Bethge
Publisher
Nature Neuroscience
Publication year
2018
Language
English

Subjects

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Computer science; Artificial intelligence; Videography; Toolbox; Transfer of learning; Tracking (education); Computer vision; Pose; A priori and a posteriori; Deep learning; Artificial neural network; Animal behavior
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