/DogPoseEstimation

Dog pose estimation using deeplab CNN

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DogPose Estimation based on DeepLabCut

To run in google colab

Open In Colab

##References:

@article{Mathisetal2018,
    title={DeepLabCut: markerless pose estimation of user-defined body parts with deep learning},
    author = {Alexander Mathis and Pranav Mamidanna and Kevin M. Cury and Taiga Abe  and Venkatesh N. Murthy and Mackenzie W. Mathis and Matthias Bethge},
    journal={Nature Neuroscience},
    year={2018},
    url={https://www.nature.com/articles/s41593-018-0209-y}
}

 @article{NathMathisetal2019,
    title={Using DeepLabCut for 3D markerless pose estimation across species and behaviors},
    author = {Nath*, Tanmay and Mathis*, Alexander and Chen, An Chi and Patel, Amir and Bethge, Matthias and Mathis, Mackenzie W},
    journal={Nature Protocols},
    year={2019},
    url={https://doi.org/10.1038/s41596-019-0176-0}
}

@article{insafutdinov2016eccv,
    title = {DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model},
    author = {Eldar Insafutdinov and Leonid Pishchulin and Bjoern Andres and Mykhaylo Andriluka and Bernt Schiele},
    booktitle = {ECCV'16},
    url = {http://arxiv.org/abs/1605.03170}
}