Commit 110d6c5e authored by Olegs NIKISINS's avatar Olegs NIKISINS
Browse files

Added config files for all databases, containing database, protocol, groups

parent 939a24b2
#!/usr/bin/env python
"""Aggregated Db is a database for face PAD experiments.
This database aggregates the data from 3 publicly available data-sets:
`REPLAYATTACK`_, `REPLAY-MOBILE`_ and `MSU MFSD`_.
You can download the data for the above databases by following the corresponding
links.
The reference citation for the `REPLAYATTACK`_ is [CAM12]_.
The reference citation for the `REPLAY-MOBILE`_ is [CBVM16]_.
The reference citation for the `MSU MFSD`_ is [WHJ15]_.
.. include:: links.rst
"""
from bob.pad.face.database import AggregatedDbPadDatabase
# Directory where the data files are stored.
# This directory is given in the .bob_bio_databases.txt file located in your home directory
ORIGINAL_DIRECTORY = "[YOUR_AGGREGATED_DB_DIRECTORIES]"
"""Value of ``~/.bob_bio_databases.txt`` for this database"""
ORIGINAL_EXTENSION = ".mov" # extension of the data files
database = AggregatedDbPadDatabase(
protocol='grandtest',
original_directory=ORIGINAL_DIRECTORY,
original_extension=ORIGINAL_EXTENSION,
training_depends_on_protocol=True,
)
"""The :py:class:`bob.pad.base.database.PadDatabase` derivative with Aggregated Db
database settings.
.. warning::
This class only provides a programmatic interface to load data in an orderly
manner, respecting usage protocols. It does **not** contain the raw
data files. You should procure those yourself.
Notice that ``original_directory`` is set to ``[YOUR_AGGREGATED_DB_DIRECTORIES]``.
You must make sure to create ``${HOME}/.bob_bio_databases.txt`` file setting this
value to the places where you actually installed the Replay-Attack, Replay-Mobile
and MSU MFSD Databases. In particular, the paths pointing to these 3 databases
must be separated with a space. See the following note with an example of
``[YOUR_AGGREGATED_DB_DIRECTORIES]`` entry in the ``${HOME}/.bob_bio_databases.txt`` file.
.. note::
[YOUR_AGGREGATED_DB_DIRECTORIES] = <PATH_TO_REPLAY_ATTACK> <PATH_TO_REPLAY_MOBILE> <PATH_TO_MSU_MFSD>
"""
protocol = 'grandtest'
"""The default protocol to use for reproducing the baselines.
You may modify this at runtime by specifying the option ``--protocol`` on the
command-line of ``spoof.py`` or using the keyword ``protocol`` on a
configuration file that is loaded **after** this configuration resource.
"""
groups = ["train", "dev", "eval"]
"""The default groups to use for reproducing the baselines.
You may modify this at runtime by specifying the option ``--groups`` on the
command-line of ``spoof.py`` or using the keyword ``groups`` on a
configuration file that is loaded **after** this configuration resource.
"""
#!/usr/bin/env python
"""`MSU MFSD`_ is a database for face PAD experiments.
Database created at MSU, for face-PAD experiments. The public version of the database contains
280 videos corresponding to 35 clients. The videos are grouped as 'genuine' and 'attack'.
The attack videos have been constructed from the genuine ones,
and consist of three kinds: print, iPad (video-replay), and iPhone (video-replay).
Face-locations are also provided for each frame of each video, but some (6 videos) face-locations are not reliable,
because the videos are not correctly oriented.
The reference citation is [WHJ15]_.
You can download the raw data of the `MSU MFSD`_ database by following
the link.
.. include:: links.rst
"""
from bob.pad.face.database import MsuMfsdPadDatabase
# Directory where the data files are stored.
# This directory is given in the .bob_bio_databases.txt file located in your home directory
ORIGINAL_DIRECTORY = "[YOUR_MSU_MFSD_DIRECTORY]"
"""Value of ``~/.bob_bio_databases.txt`` for this database"""
ORIGINAL_EXTENSION = "none" # extension is not used to load the data in the HLDI of this database
database = MsuMfsdPadDatabase(
protocol='grandtest',
original_directory=ORIGINAL_DIRECTORY,
original_extension=ORIGINAL_EXTENSION,
training_depends_on_protocol=True,
)
"""The :py:class:`bob.pad.base.database.PadDatabase` derivative with MSU MFSD
database settings.
.. warning::
This class only provides a programmatic interface to load data in an orderly
manner, respecting usage protocols. It does **not** contain the raw
data files. You should procure those yourself.
Notice that ``original_directory`` is set to ``[YOUR_MSU_MFSD_DIRECTORY]``.
You must make sure to create ``${HOME}/.bob_bio_databases.txt`` setting this
value to the place where you actually installed the Replay-Mobile Database, as
explained in the section :ref:`bob.pad.face.baselines`.
"""
protocol = 'grandtest'
"""The default protocol to use for reproducing the baselines.
You may modify this at runtime by specifying the option ``--protocol`` on the
command-line of ``spoof.py`` or using the keyword ``protocol`` on a
configuration file that is loaded **after** this configuration resource.
"""
groups = ["train", "dev", "eval"]
"""The default groups to use for reproducing the baselines.
You may modify this at runtime by specifying the option ``--groups`` on the
command-line of ``spoof.py`` or using the keyword ``groups`` on a
configuration file that is loaded **after** this configuration resource.
"""
#!/usr/bin/env python
"""`Replayattack`_ is a database for face PAD experiments.
The Replay-Attack Database for face spoofing consists of 1300 video clips of photo and video attack attempts to 50 clients,
under different lighting conditions. This Database was produced at the Idiap Research Institute, in Switzerland.
The reference citation is [CAM12]_.
You can download the raw data of the `Replayattack`_ database by following
the link.
.. include:: links.rst
"""
from bob.pad.face.database import ReplayPadDatabase
# Directory where the data files are stored.
# This directory is given in the .bob_bio_databases.txt file located in your home directory
ORIGINAL_DIRECTORY = "[YOUR_REPLAY_ATTACK_DIRECTORY]"
"""Value of ``~/.bob_bio_databases.txt`` for this database"""
ORIGINAL_EXTENSION = ".mov" # extension of the data files
database = ReplayPadDatabase(
protocol='grandtest',
original_directory=ORIGINAL_DIRECTORY,
original_extension=ORIGINAL_EXTENSION,
training_depends_on_protocol=True,
)
"""The :py:class:`bob.pad.base.database.PadDatabase` derivative with Replayattack
database settings
.. warning::
This class only provides a programmatic interface to load data in an orderly
manner, respecting usage protocols. It does **not** contain the raw
data files. You should procure those yourself.
Notice that ``original_directory`` is set to ``[YOUR_REPLAY_ATTACK_DIRECTORY]``.
You must make sure to create ``${HOME}/.bob_bio_databases.txt`` setting this
value to the place where you actually installed the Replayattack Database, as
explained in the section :ref:`bob.pad.face.baselines`.
"""
protocol = 'grandtest'
"""The default protocol to use for reproducing the baselines.
You may modify this at runtime by specifying the option ``--protocol`` on the
command-line of ``spoof.py`` or using the keyword ``protocol`` on a
configuration file that is loaded **after** this configuration resource.
"""
groups = ["train", "dev", "eval"]
"""The default groups to use for reproducing the baselines.
You may modify this at runtime by specifying the option ``--groups`` on the
command-line of ``spoof.py`` or using the keyword ``groups`` on a
configuration file that is loaded **after** this configuration resource.
"""
#!/usr/bin/env python
"""`Replay-Mobile`_ is a database for face PAD experiments.
The Replay-Mobile Database for face spoofing consists of 1030 video clips of photo and video attack attempts to 40 clients,
under different lighting conditions.
These videos were recorded with current devices from the market -- an iPad Mini2 (running iOS) and a LG-G4 smartphone (running Android).
This Database was produced at the Idiap Research Institute (Switzerland) within the framework
of collaboration with Galician Research and Development Center in Advanced Telecommunications - Gradiant (Spain).
The reference citation is [CBVM16]_.
You can download the raw data of the `Replay-Mobile`_ database by following
the link.
.. include:: links.rst
"""
from bob.pad.face.database import ReplayMobilePadDatabase
# Directory where the data files are stored.
# This directory is given in the .bob_bio_databases.txt file located in your home directory
ORIGINAL_DIRECTORY = "[YOUR_REPLAY_MOBILE_DIRECTORY]"
"""Value of ``~/.bob_bio_databases.txt`` for this database"""
ORIGINAL_EXTENSION = ".mov" # extension of the data files
database = ReplayMobilePadDatabase(
protocol='grandtest',
original_directory=ORIGINAL_DIRECTORY,
original_extension=ORIGINAL_EXTENSION,
training_depends_on_protocol=True,
)
"""The :py:class:`bob.pad.base.database.PadDatabase` derivative with Replay-Mobile
database settings.
.. warning::
This class only provides a programmatic interface to load data in an orderly
manner, respecting usage protocols. It does **not** contain the raw
data files. You should procure those yourself.
Notice that ``original_directory`` is set to ``[YOUR_REPLAY_MOBILE_DIRECTORY]``.
You must make sure to create ``${HOME}/.bob_bio_databases.txt`` setting this
value to the place where you actually installed the Replay-Mobile Database, as
explained in the section :ref:`bob.pad.face.baselines`.
"""
protocol = 'grandtest'
"""The default protocol to use for reproducing the baselines.
You may modify this at runtime by specifying the option ``--protocol`` on the
command-line of ``spoof.py`` or using the keyword ``protocol`` on a
configuration file that is loaded **after** this configuration resource.
"""
groups = ["train", "dev", "eval"]
"""The default groups to use for reproducing the baselines.
You may modify this at runtime by specifying the option ``--groups`` on the
command-line of ``spoof.py`` or using the keyword ``groups`` on a
configuration file that is loaded **after** this configuration resource.
"""
......@@ -63,7 +63,7 @@ setup(
# registered databases:
'bob.pad.database': [
'replay = bob.pad.face.config.database.replay:database',
'replay-attack = bob.pad.face.config.database.replay_attack:database',
'replay-mobile = bob.pad.face.config.database.replay_mobile:database',
'msu-mfsd = bob.pad.face.config.database.msu_mfsd:database',
'aggregated-db = bob.pad.face.config.database.aggregated_db:database',
......@@ -71,6 +71,11 @@ setup(
# registered configurations:
'bob.bio.config': [
# databases
'replay-attack = bob.pad.face.config.replay_attack',
'replay-mobile = bob.pad.face.config.replay_mobile',
'msu-mfsd = bob.pad.face.config.msu_mfsd',
'aggregated-db = bob.pad.face.config.aggregated_db',
# baselines:
'lbp-svm = bob.pad.face.config.lbp_svm',
......
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