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