Do Neural Networks for Segmentation Understand Insideness?

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