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Commit 0c9964c4 authored by Amir MOHAMMADI's avatar Amir MOHAMMADI
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Fix docs

parent d7a3e017
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1 merge request!127Fix deep-pix-bis, add more tests, update docs
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......@@ -16,9 +16,6 @@ If you use this database, please cite the following publication::
journal = {IEEE International Conference on Automatic Face and Gesture Recognition},
year = {2017},
}
.. include:: links.rst
"""
from bob.pad.face.database import OulunpuPadDatabase
......
......@@ -10,8 +10,6 @@ link. After downloading, you can tell the bob library where the files are
located using::
$ bob config set bob.db.replayattack.directory /path/to/replayattack/directory
.. include:: links.rst
"""
from bob.pad.face.database import ReplayAttackPadDatabase
......
......@@ -24,8 +24,6 @@ evaluation. All the random splits are done 10 times to created 10 different
protocols. The PAD protocols contain only one type of attacks. For convenience,
PA_F and PA_V protocols are created for face and voice, respectively which
contain all the attacks.
.. include:: links.rst
"""
from bob.pad.face.database import SwanPadDatabase
......
......@@ -77,7 +77,7 @@ 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
REPLAY-ATTACK (`replay-attack`_) 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 detail you can check the corresponding
......@@ -205,26 +205,28 @@ Finally, you can evaluate this baseline using::
which should give you::
[Min. criterion: EER ] Threshold on Development set `<OUTPUT>/scores-dev.csv`: 4.051177e-01
=================== ============== ==============
.. Development Evaluation
=================== ============== ==============
APCER (mattescreen) 4.7% 8.3%
APCER (print) 15.6% 18.8%
APCER_AP 15.6% 18.8%
BPCER 10.0% 10.9%
ACER 12.8% 14.8%
FTA 0.0% 0.0%
FPR 10.2% (26/256) 13.5% (26/192)
FNR 10.0% (16/160) 10.9% (12/110)
HTER 10.1% 12.2%
FAR 10.2% 13.5%
FRR 10.0% 10.9%
PRECISION 0.8 0.8
RECALL 0.9 0.9
F1_SCORE 0.9 0.8
AUC 1.0 1.0
AUC-LOG-SCALE 2.0 1.8
=================== ============== ==============
[Min. criterion: EER ] Threshold on Development set `<OUTPUT>/scores-dev.csv`: 4.326179e-01
====================== ============= ============
.. Development Evaluation
====================== ============= ============
APCER (print/1) 0.6% 1.7%
APCER (print/2) 0.0% 4.2%
APCER (video_replay/1) 1.7% 0.0%
APCER (video_replay/2) 0.0% 0.8%
APCER_AP 1.7% 4.2%
BPCER 0.6% 0.0%
ACER 1.1% 2.1%
FTA 0.0% 0.0%
FPR 0.6% (4/720) 1.7% (8/480)
FNR 0.6% (1/180) 0.0% (0/120)
HTER 0.6% 0.8%
FAR 0.6% 1.7%
FRR 0.6% 0.0%
PRECISION 1.0 0.9
RECALL 1.0 1.0
F1_SCORE 1.0 1.0
AUC 1.0 1.0
AUC-LOG-SCALE 2.9 2.7
====================== ============= ============
.. include:: links.rst
......@@ -43,7 +43,16 @@ Replay-Mobile Database
.. automodule:: bob.pad.face.config.replay_mobile
:members:
---------------------------------
.. _bob.pad.face.resources.databases.oulunpu:
OULU-NPU Database
================================================================================
.. automodule:: bob.pad.face.config.oulunpu
:members:
.. _bob.pad.face.resources.face_pad:
......@@ -57,3 +66,5 @@ The configuration files contain at least the following arguments of the
``bob pad run-pipeline`` command:
* ``pipeline`` containing zero, one, or more Transformers and one Classifier
.. include:: links.rst
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