Revelio

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Documentation: https://ndido98.github.io/revelio

Source Code: https://github.com/ndido98/revelio

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A declarative framework for Morphing Attack Detection experiments

Installation

git clone git@github.com:ndido98/revelio
cd revelio
poetry install
poetry run revelio

Reproducing the experiments

Using the uploaded configuration file in the experiments/ directory inside the repository, it is possible to reproduce the experiments reported in the paper.

The following experiments are available at the moment:

• Inception-Resnet V1, Table 6

This list is currently a work in progress.

Development

• Clone this repository
• Requirements:
  • Poetry
  • Python 3.10+
• Create a virtual environment and install the dependencies

poetry install

• Activate the virtual environment

poetry shell

Testing

pytest

Documentation

The documentation is automatically generated from the content of the docs directory and from the docstrings of the public signatures of the source code. The documentation is updated and published as a Github project page automatically as part each release.

Pre-commit

Pre-commit hooks run all the auto-formatters (e.g. black, isort), linters (e.g. mypy, flake8), and other quality checks to make sure the changeset is in good shape before a commit/push happens.

You can install the hooks with (runs for each commit):

pre-commit install
pre-commit install -t commit-msg

Or if you want e.g. want to run all checks manually for all files:

pre-commit run --all-files

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This project was generated using the wolt-python-package-cookiecutter template.