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MOBIO Database Access API for Bob

Project description

This package contains the access API and descriptions for the MOBIO Database. The actual raw data for the database should be downloaded from the original URL. This package only contains the Bob accessor methods to use the DB directly from python, with our certified protocols.

You would normally not install this package unless you are maintaining it. What you would do instead is to tie it in at the package you need to use it. There are a few ways to achieve this:

  1. You can add this package as a requirement at the setup.py for your own satellite package or to your Buildout .cfg file, if you prefer it that way. With this method, this package gets automatically downloaded and installed on your working environment, or

  2. You can manually download and install this package using commands like easy_install or pip.

The package is available in two different distribution formats:

  1. You can download it from PyPI, or

  2. You can download it in its source form from its git repository. When you download the version at the git repository, you will need to run a command to recreate the backend SQLite file required for its operation. This means that the database raw files must be installed somewhere in this case. With option a you can run in dummy mode and only download the raw data files for the database once you are happy with your setup.

You can mix and match points 1/2 and a/b above based on your requirements. Here are some examples:

Modify your setup.py and download from PyPI

That is the easiest. Edit your setup.py in your satellite package and add the following entry in the install_requires section (note: ... means whatever extra stuff you may have in-between, don’t put that on your script):

install_requires=[
  ...
  "xbob.db.mobio",
],

Proceed normally with your boostrap/buildout steps and you should be all set. That means you can now import the xbob.db.mobio namespace into your scripts.

Modify your buildout.cfg and download from git

You will need to add a dependence to mr.developer to be able to install from our git repositories. Your buildout.cfg file should contain the following lines:

[buildout]
...
extensions = mr.developer
auto-checkout = *
eggs = bob
       ...
       xbob.db.mobio

[sources]
xbob.db.mobio = git https://github.com/bioidiap/xbob.db.mobio.git
...

MOBIO protocols

There were initially two protocols defined on the Phase 2 of the database, which were called ‘female’ and ‘male’. Later on, the number of protocols has increased, considering the additional data recorded using laptops, which has led to 8 protocols.

The two initial protocols ‘female’ and ‘male’ now correspond to the protocols called ‘mobile0-female’ and ‘mobile0-male’, respectively. The training, development and evaluation sets are indeed identical.

However, if you want to use the same ZT score normalization files as in this publication:

@article{McCool_IET_BMT_2013,
  title = {Session variability modelling for face authentication},
  author = {McCool, Chris and Wallace, Roy and McLaren, Mitchell and El Shafey, Laurent and Marcel, S{\'{e}}bastien},
  month = sep,
  journal = {IET Biometrics},
  volume = {2},
  number = {3},
  year = {2013},
  pages = {117-129},
  issn = {2047-4938},
  doi = {10.1049/iet-bmt.2012.0059},
}

You have to specify optional arguments:

1. `speech_type = 'p'` when calling the `tobjects()` method

2. `speech_type = ['p','r','l','f']` when calling the `zobjects()` method

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