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Multi-animal DeepLabCut: markerless pose estimation and robust animal tracking

Biology

Multi-animal DeepLabCut: markerless pose estimation and robust animal tracking

J. Lauer, M. Alam, et al.

This innovative research showcases a multi-animal pose estimation and tracking system that enhances DeepLabCut. Developed by J. Lauer and colleagues, this system employs advanced CNNs for precise animal pose estimation, facilitating in-depth analysis of complex social interactions among marmosets.

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~3 min • Beginner • English
Abstract
Publisher
Nature Methods
Published On
Apr 12, 2022
Authors
J. Lauer, M.Z. Alam, S. Yang, S. Schneider, T. Nath, W. Ma, G. Feng, M.M. Reimer, C. Dulac, D. Schneider, V.N. Murthy, V. Di Santo, G. Lauder, A. Mathis, M.W. Mathis
Tags
multi-animal pose estimation
tracking system
DeepLabCut
CNNs
social interactions
marmosets

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