interpret-segmentation 1.0.0

Interpreing image segmentation models

Interpret Segmentation

A one-stop shop for the interpretability of image segmentation models. This code was extracted from my bachelors thesis: https://github.com/andef4/thesis-code

Available algorithms:

• Hausdorff Distance Masks
• RISE

Documentation

The documentation is available on Read the Docs: https://interpret-segmentation.readthedocs.io/en/latest/.

Development

To hack on interpret-segmentation, do the following:

• Clone the git repository
• Create a new virtualenv and activate it, e.g. python3 -m venv venv/; source venv/bin/activate
• Inside the git repository, install the library in development mode including development dependencies: pip install -e .[dev]
• Install the flake8 pre-commit hook with pre-commit