1. Neuroscience
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DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning

  1. Jacob M Graving  Is a corresponding author
  2. Daniel Chae
  3. Hemal Naik
  4. Liang Li
  5. Benjamin Koger
  6. Blair R Costelloe
  7. Iain D Couzin
  1. Max Planck Institute of Animal Behavior, Germany
  2. Princeton University, United States
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Cite this article as: eLife 2019;8:e47994 doi: 10.7554/eLife.47994
2 data sets and 1 additional file

Data availability

Data used and generated for experiments and model comparisons are included in the supporting files. Posture datasets can be found at: https://github.com/jgraving/deepposekit-dataThe code for DeepPoseKit is publicly available at the URL we provided in the paper: https://github.com/jgraving/deepposekit/The reviewers should follow the provided instructions for installation in the README file https://github.com/jgraving/deepposekit/blob/master/README.md#installation. Example Jupyter notebooks for how to use the code are provided here: https://github.com/jgraving/deepposekit/tree/master/examples

The following data sets were generated
  1. 1
The following previously published data sets were used
  1. 1

Additional files

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Any figure supplements, source code, source data, videos or supplementary files associated with this article are contained within this zip.


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