@@ -19,7 +19,7 @@ To see the description of the script you can type in the console:
.. code-block:: sh
$ ./bin/verify.py --help
$ ./bin/spoof.py --help
This script is explained in more detail in :ref:`bob.pad.base.experiments`.
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@@ -85,6 +85,7 @@ Baselines on REPLAY-ATTACK database
--------------------------------------
This section summarizes the results of baseline face PAD experiments on the REPLAY-ATTACK (`replayattack`_) database.
The description of the database-related settings, which are used to run face PAD baselines on the Replay-Attack is given here :ref:`bob.pad.face.resources.databases.replay`. To understand the settings in more details you can check the corresponding configuration file : ``bob/pad/face/config/replay_attack.py``.
LBP features of facial region + SVM classifier
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@@ -96,8 +97,7 @@ To run this baseline on the `replayattack`_ database, using the ``grandtest`` pr
.. code-block:: sh
$ ./bin/spoof.py lbp-svm \
--database replay --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py replay-attack lbp-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS>
.. tip::
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@@ -107,8 +107,7 @@ To run this baseline on the `replayattack`_ database, using the ``grandtest`` pr
.. code-block:: sh
$ ./bin/spoof.py lbp-svm \
--database replay --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py replay-attack lbp-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS> \
--grid idiap
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@@ -153,8 +152,7 @@ To run this baseline on the `replayattack`_ database, using the ``grandtest`` pr
.. code-block:: sh
$ ./bin/spoof.py qm-svm \
--database replay --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py replay-attack qm-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS>
.. tip::
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@@ -201,8 +199,7 @@ To run this baseline on the `replayattack`_ database, using the ``grandtest`` pr
.. code-block:: sh
$ ./bin/spoof.py frame-diff-svm \
--database replay --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py replay-attack frame-diff-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS>
.. tip::
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@@ -245,8 +242,7 @@ Baselines on REPLAY-MOBILE database
--------------------------------------
This section summarizes the results of baseline face PAD experiments on the `Replay-Mobile`_ database.
The description of the database instance, which can be used to run face PAD experiments on the Replay-Mobile is given
here :ref:`bob.pad.face.resources.databases.replay_mobile`.
The description of the database-related settings, which are used to run face PAD baselines on the Replay-Mobile is given here :ref:`bob.pad.face.resources.databases.replay_mobile`. To understand the settings in more details you can check the corresponding configuration file : ``bob/pad/face/config/replay_mobile.py``.
LBP features of facial region + SVM classifier
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@@ -259,8 +255,7 @@ To run this baseline on the `Replay-Mobile`_ database, using the ``grandtest`` p
.. code-block:: sh
$ ./bin/spoof.py lbp-svm \
--database replay-mobile --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py replay-mobile lbp-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS>
.. tip::
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@@ -308,8 +303,7 @@ To run this baseline on the `Replay-Mobile`_ database, using the ``grandtest`` p
.. code-block:: sh
$ ./bin/spoof.py qm-svm \
--database replay-mobile --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py replay-mobile qm-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS>
.. tip::
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@@ -357,8 +351,7 @@ To run this baseline on the `Replay-Mobile`_ database, using the ``grandtest`` p
.. code-block:: sh
$ ./bin/spoof.py frame-diff-svm \
--database replay-mobile --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py replay-mobile frame-diff-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS>
.. tip::
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@@ -401,8 +394,7 @@ Baselines on MSU MFSD database
--------------------------------------
This section summarizes the results of baseline face PAD experiments on the `MSU MFSD`_ database.
The description of the database instance, which can be used to run face PAD experiments on the MSU MFSD is given
here :ref:`bob.pad.face.resources.databases.msu_mfsd`.
The description of the database-related settings, which are used to run face PAD baselines on the MSU MFSD is given here :ref:`bob.pad.face.resources.databases.msu_mfsd`. To understand the settings in more details you can check the corresponding configuration file : ``bob/pad/face/config/msu_mfsd.py``.
LBP features of facial region + SVM classifier
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...
@@ -415,8 +407,7 @@ To run this baseline on the `MSU MFSD`_ database, using the ``grandtest`` protoc
.. code-block:: sh
$ ./bin/spoof.py lbp-svm \
--database msu-mfsd --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py msu-mfsd lbp-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS>
.. tip::
...
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@@ -464,8 +455,7 @@ To run this baseline on the `MSU MFSD`_ database, using the ``grandtest`` protoc
.. code-block:: sh
$ ./bin/spoof.py qm-svm \
--database msu-mfsd --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py msu-mfsd qm-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS>
.. tip::
...
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@@ -513,8 +503,7 @@ To run this baseline on the `MSU MFSD`_ database, using the ``grandtest`` protoc
.. code-block:: sh
$ ./bin/spoof.py frame-diff-svm \
--database msu-mfsd --protocol grandtest --groups train dev eval \
$ ./bin/spoof.py msu-mfsd frame-diff-svm \
--sub-directory <PATH_TO_STORE_THE_RESULTS>
.. tip::
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@@ -558,10 +547,7 @@ Baselines on Aggregated Database
--------------------------------------
This section summarizes the results of baseline face PAD experiments on the Aggregated Database.
The description of the database instance, which can be used to run face PAD experiments on the Aggregated Database is given
here :ref:`bob.pad.face.resources.databases.aggregated_db`.
To understand the settings of this database instance in more details you can check the
The description of the database-related settings, which are used to run face PAD baselines on the Aggregated Db is given here :ref:`bob.pad.face.resources.databases.aggregated_db`. To understand the settings in more details you can check the corresponding configuration file : ``bob/pad/face/config/aggregated_db.py``.
------------
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@@ -575,8 +561,7 @@ To run this baseline on the :ref:`bob.pad.face.resources.databases.aggregated_db
.. code-block:: sh
$ ./bin/spoof.py lbp-svm-aggregated-db \
--database aggregated-db --protocol grandtest --groups train dev eval \