.. _bob.packages:

Packages
========

Bob is organized in several independent python packages.
You may `search PyPI <https://pypi.org/search/?o=-created&c=Framework+%3A%3A+Bob>`_
for a comprehensive list of packages that either **use Bob** or **are part of Bob**.
Moreover, you may find the list of Bob packages that we maintain below.


Basic Functionality
-------------------

* :ref:`bob.core`
* :ref:`bob.math`

Data Input and Output
---------------------

* :ref:`bob.io.base`
* :ref:`bob.io.image`
* :ref:`bob.io.video`
* :ref:`bob.io.audio`

Signal, Audio, Image and Video Processing
-----------------------------------------

* :ref:`bob.sp`
* :ref:`bob.ap`
* :ref:`bob.ip.base`
* :ref:`bob.ip.color`
* :ref:`bob.ip.gabor`
* :ref:`bob.ip.facedetect`
* :ref:`bob.ip.qualitymeasure`
* :ref:`bob.ip.binseg`


Machine Learning
----------------

* :ref:`bob.measure`
* :ref:`bob.learn.linear`
* :ref:`bob.learn.activation`
* :ref:`bob.learn.em`
* :ref:`bob.learn.tensorflow`
* :ref:`bob.learn.pytorch`
* :ref:`bob.pipelines`

Modules for Developers
----------------------

* :ref:`bob.devtools`
* :ref:`bob.extension`
* :ref:`bob.blitz`
* :ref:`bob.buildout`

Parallel Execution
------------------

* :ref:`gridtk`

Biometric Recognition
---------------------

* :ref:`bob.bio.base`
* :ref:`bob.bio.face`
* :ref:`bob.bio.vein`
* :ref:`bob.bio.video`
* :ref:`bob.bio.gmm`
* :ref:`bob.fusion.base`


Presentation Attack Detection (anti-spoofing)
---------------------------------------------

* :ref:`bob.pad.base`
* :ref:`bob.pad.face`
* :ref:`bob.fusion.base`


Database Interfaces
-------------------

Base Database Packages
^^^^^^^^^^^^^^^^^^^^^^

* :ref:`bob.db.base`
* :ref:`bob.bio.base`
* :ref:`bob.pad.base`

Interfaces
^^^^^^^^^^

* :ref:`bob.db.atnt`
* :ref:`bob.db.iris`
* :ref:`bob.db.mnist`