.. _models:

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

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

.. note::
   The CPU and GPU benchmark setup is the following:

   * CPU - Intel® Core™ i7-5930K CPU @ 3.50GHz × 12
   * GPU - GeForce GTX 1080

.. important::
   The default face biometrics model upon a clean install is ``ifruit_320``.

+--------------------------+--------------+-------------+----------------------+
| Model                    |   CPU, FPS   |   GPU, FPS  | Type                 |
+==========================+==============+=============+======================+
| face/ifruit_160          | Benchmark test in progress | Face biometrics      |
+--------------------------+----------------------------+                      |
| face/ifruit_320          | Benchmark test in progress |                      |
+--------------------------+--------------+-------------+----------------------+
| faceattr/age.v1          | 14.99        |    529.35   | Age recognition      |
+--------------------------+--------------+-------------+----------------------+
| faceattr/beard.v0        | 15.03        |    532.05   | Beard recognition    |
+--------------------------+--------------+-------------+----------------------+
| faceattr/emotions.v1     | 10.99        |    235.59   | Emotions recognition |
+--------------------------+--------------+-------------+----------------------+
| faceattr/gender.v2       | 15.01        |    523.22   | Gender recognition   |
+--------------------------+--------------+-------------+----------------------+
| faceattr/glasses3.v0     | 15.01        |    529.64   | Glasses recognition  |
+--------------------------+--------------+-------------+----------------------+
| faceattr/medmask3.v2     |              |             | Face mask            |   
|                          |              |             | detection            |
+--------------------------+--------------+-------------+----------------------+
| faceattr/liveness.alleyn | Benchmark test in progress | Liveness standalone  |
|                          |                            | service              |
+--------------------------+----------------------------+----------------------+
| faceattr/quality.v1      | Benchmark test in progress | Face quality         |
|                          |                            | estimation           |
+--------------------------+----------------------------+----------------------+