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AlphaTracker: a multi-animal tracking and behavioral analysis tool
Abstract: 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.
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 朱皓怡, Yong-Lu Li, Takaki Komiyama, Kay M. Tye, Cewu Lu
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AlphaTracker: a multi-animal tracking and behavioral analysis tool
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time
An accurate real-time multi-person pose estimator and tracker.
Hao-Shu Fang, Jiefeng Li, Hongyang Tang, Chao Xu, Haoyi Zhu 朱皓怡, Yuliang Xiu, Yong-Lu Li, Cewu Lu
Cite Project PDF Arxiv Github Model Zoo Halpe Dataset
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time