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This is part of the code to reproduce the results of the paper

Do Neural Networks for Segmentation Understand Insideness? [pdf]

by K. Villalobos (*), V. Štih (*), A. Ahmadinejad (*), S. Sundaram, J. Dozier, A. Francl, F. Azevedo, T. Sasaki (+), X. Boix (+)

(*) and (+) equal contribution

Code

  • random_walk.py: code to generate "random_walk" dataset (dataset in Section 5 in the paper)

  • Example.ipynb: jupyter notebook with examples on how to use the code

  • data: folder containing examples of the different datasets

Docker container

docker pull xboixbosch/tf

Credits

  • random_walk.py was coded by V. Štih
  • Example.ipynb was coded by S. Sundaram
  • The digs dataset was created by A. Ahmadinejad
  • The spiral dataset was created by K. Villalobos

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  • Jupyter Notebook 86.4%
  • Python 13.6%