.. _models:

Neural Networks Summary
=====================================

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

You can find installed models at ``/opt/findface-multi/models/``.

.. important::
   The default face biometrics model upon a clean install is ``mango_320``.

.. rubric:: Face, vehicle, and body detection

.. code::

   ls /opt/findface-multi/models/detector/

   body.gustav_normal.015.cpu.fnk  body.jasmine_fast.018.cpu.fnk  car.gustav_accurate.004.cpu.fnk  car.jasmine_fast.005.cpu.fnk  face.jasmine_fast.003.cpu.fnk  headbodyface.alpha000_normal.001.gpu.fnk
   body.gustav_normal.015.gpu.fnk  body.jasmine_fast.018.gpu.fnk  car.gustav_accurate.004.gpu.fnk  car.jasmine_fast.005.gpu.fnk  face.jasmine_fast.003.gpu.fnk

.. rubric:: Face and body image normalization

.. code::

   ls /opt/findface-multi/models/facenorm/

   bee.v3.cpu.fnk    bee_fast.gpu.fnk              crop2x.v2_maxsize400.cpu.fnk  crop2x.v2_no_maxsize.gpu.fnk  facenorm.multicrop_full_center_size400.cpu.fnk  facenorm.multicrop_full_crop2x_size400.gpu.fnk
   bee.v3.gpu.fnk    crop1x.v2_maxsize400.cpu.fnk  crop2x.v2_maxsize400.gpu.fnk  cropbbox.v2.cpu.fnk           facenorm.multicrop_full_center_size400.gpu.fnk
   bee_fast.cpu.fnk  crop1x.v2_maxsize400.gpu.fnk  crop2x.v2_no_maxsize.cpu.fnk  cropbbox.v2.gpu.fnk           facenorm.multicrop_full_crop2x_size400.cpu.fnk

.. rubric:: Face recognition

.. code::

   ls /opt/findface-multi/models/face/

   lime.v2.cpu.fnk  lime.v2.gpu.fnk  mango_320.cpu.fnk  mango_320.gpu.fnk

.. rubric:: Face attribute recognition

.. code::

   ls /opt/findface-multi/models/faceattr/

   age.v2.cpu.fnk    beard.v0.gpu.fnk     gender.v2.cpu.fnk    glasses3.v0.gpu.fnk  liveness.goodwin.cpu.fnk  liveness.pacs.v2.gpu.fnk  medmask3.v2.cpu.fnk      quality_fast.v1.gpu.fnk
   age.v2.gpu.fnk    emotions.v1.cpu.fnk  gender.v2.gpu.fnk    headpose.v2.cpu.fnk  liveness.goodwin.gpu.fnk  liveness.web.v0.cpu.fnk   medmask3.v2.gpu.fnk
   beard.v0.cpu.fnk  emotions.v1.gpu.fnk  glasses3.v0.cpu.fnk  headpose.v2.gpu.fnk  liveness.pacs.v2.cpu.fnk  liveness.web.v0.gpu.fnk   quality_fast.v1.cpu.fnk

.. rubric:: Vehicle image normalization

.. code::

   ls /opt/findface-multi/models/carnorm/

   anaferon.v5.cpu.fnk  anaferon.v5.gpu.fnk  anaferon.v7.cpu.fnk  anaferon.v7.gpu.fnk  briacon.v0.cpu.fnk  briacon.v0.gpu.fnk

.. rubric:: Vehicle recognition

.. code::

   ls /opt/findface-multi/models/carrec/

   alonso.cpu.fnk  alonso.gpu.fnk

.. rubric:: Vehicle attribute recognition

.. code::

   ls /opt/findface-multi/models/carattr/

   carattr.categories.v0.cpu.fnk     carattr.license_plate.v7.gpu.fnk          carattr.orientation.v0.cpu.fnk  carattr.quality.v0.gpu.fnk          carattr.weight_types7.v0.cpu.fnk  description.v0.gpu.fnk
   carattr.categories.v0.gpu.fnk     carattr.license_plate_quality.v1.cpu.fnk  carattr.orientation.v0.gpu.fnk  carattr.special_types11.v1.cpu.fnk  carattr.weight_types7.v0.gpu.fnk
   carattr.license_plate.v7.cpu.fnk  carattr.license_plate_quality.v1.gpu.fnk  carattr.quality.v0.cpu.fnk      carattr.special_types11.v1.gpu.fnk  description.v0.cpu.fnk

.. rubric:: Body recognition

.. code::

   ls /opt/findface-multi/models/pedrec/

   pedrec.clio.cpu.fnk  pedrec.clio.gpu.fnk

.. rubric:: Body attribute recognition

.. code::

   ls /opt/findface-multi/models/pedattr/

   pedattr.age_gender.v0.cpu.fnk  pedattr.bags.v0.cpu.fnk  pedattr.clothes_type.v0.cpu.fnk  pedattr.color.v1.cpu.fnk  pedattr.protective.v1.cpu.fnk  pedattr.quality.v0.cpu.fnk
   pedattr.age_gender.v0.gpu.fnk  pedattr.bags.v0.gpu.fnk  pedattr.clothes_type.v0.gpu.fnk  pedattr.color.v1.gpu.fnk  pedattr.protective.v1.gpu.fnk  pedattr.quality.v0.gpu.fnk