.. _models:

Neural Network Models
=====================================

Here you can see a summary for neural network models created by our Lab and used in FindFace Multi.

You can find installed models at ``/usr/share/findface-data/models/``.

.. important::
   The default face biometrics model upon a clean install is ``kiwi_320``.

.. rubric:: Face detection

.. code::

   ls /usr/share/findface-data/models/facedet/

   cheetah.cpu.fnk  cheetah_fast.cpu.fnk  cheetah_fast.gpu.fnk  cheetah.gpu.fnk

.. rubric:: Face and body image normalization

.. code::

   ls /usr/share/findface-data/models/facenorm/

   bee_fast.cpu.fnk  bee.v2.gpu.fnk                crop2x.v2_maxsize400.cpu.fnk  crop2x.v2_no_maxsize.gpu.fnk
   bee_fast.gpu.fnk  crop1x.v2_maxsize400.cpu.fnk  crop2x.v2_maxsize400.gpu.fnk  cropbbox.v2.cpu.fnk
   bee.v2.cpu.fnk    crop1x.v2_maxsize400.gpu.fnk  crop2x.v2_no_maxsize.cpu.fnk  cropbbox.v2.gpu.fnk

.. rubric:: Face recognition

.. code::

   ls /usr/share/findface-data/models/face/

   kiwi_160.cpu.fnk  kiwi_320.cpu.fnk
   kiwi_160.gpu.fnk  kiwi_320.gpu.fnk

.. rubric:: Face attribute recognition

.. code::

   ls /usr/share/findface-data/models/faceattr/

   age.v2.cpu.fnk    emotions.v1.cpu.fnk  glasses3.v0.cpu.fnk       liveness.pacs.v0.cpu.fnk  quality.v1.cpu.fnk
   age.v2.gpu.fnk    emotions.v1.gpu.fnk  glasses3.v0.gpu.fnk       liveness.pacs.v0.gpu.fnk  quality.v1.gpu.fnk
   beard.v0.cpu.fnk  gender.v2.cpu.fnk    liveness.colombo.cpu.fnk  medmask3.v2.cpu.fnk
   beard.v0.gpu.fnk  gender.v2.gpu.fnk    liveness.colombo.gpu.fnk  medmask3.v2.gpu.fnk


.. rubric:: Car detection

.. code:: 

   ls /usr/share/findface-data/models/cadet/

   efreitor.cpu.fnk  efreitor.gpu.fnk

.. rubric:: Car image normalization

.. code::

   ls /usr/share/findface-data/models/carnorm/

   anaferon.v3.cpu.fnk  anaferon.v3.gpu.fnk

.. rubric:: Car recognition

.. code::

   ls /usr/share/findface-data/models/carrec/

   alonso.cpu.fnk  alonso.gpu.fnk

.. rubric:: Car attribute recognition

.. code::

   ls /usr/share/findface-data/models/carattr/

   carattr.license_plate_quality.v0.cpu.fnk  carattr.quality.v0.cpu.fnk        description.v0.cpu.fnk
   carattr.license_plate_quality.v0.gpu.fnk  carattr.quality.v0.gpu.fnk        description.v0.gpu.fnk
   carattr.license_plate.v4.cpu.fnk          carattr.special_types.v0.cpu.fnk
   carattr.license_plate.v4.gpu.fnk          carattr.special_types.v0.gpu.fnk
 

.. rubric:: Body detection

.. code::

   ls /usr/share/findface-data/models/pedet/

   glenn_005.cpu.fnk  glenn_005.gpu.fnk  glenny_005_fast.cpu.fnk  glenny_005_fast.gpu.fnk

.. rubric:: Body recognition

.. code::

   ls /usr/share/findface-data/models/pedrec/

   andariel.cpu.fnk  andariel.gpu.fnk

.. rubric:: Body attribute recognition

.. code::

   ls /usr/share/findface-data/models/pedattr/

   pedattr.clothes_type.v0.cpu.fnk  pedattr.color.v1.cpu.fnk  pedattr.quality.v0.cpu.fnk
   pedattr.clothes_type.v0.gpu.fnk  pedattr.color.v1.gpu.fnk  pedattr.quality.v0.gpu.fnk