Versions Compared

Old Version 1

changes.mady.by.user Vadim Belyakov

Saved on

compared with

New Version 2

changes.mady.by.user Gleb Matskevich

Saved on

Key

  • This line was added.
  • This line was removed.
  • Formatting was changed.

...

  • Vector is the mathematical representation of the face, created when it is recognized in the frame of the video image.
  • Metadata is the data that enables linking the reference, captured and recognized faces to each other, for example, their identifiers.
Note
titleAttention!

With an increase in the number of faces in the database, the statistical error increases: the more faces in the database, the more often similar faces will be recognized. Accordingly, the degree of similarity when comparing the reference face with the captured face will decrease.

This statistical error is relevant if:

  1. The Requirements for images uploaded to the reference face database and requirements for installing and configuring video cameras for the corresponding software module are met (see Configuring the program modules).
  2. The database contains over a million faces.

An example of the results of calculating the error:

  1. Tevian module, mugshot dataset (good quality photo), 12 million faces in database, and false matching probability is 0.003%. With these initial data, the researchers obtained an identification error of 0.76%.
  2. VisionLabs module, the initial data are the same. The identification error is 0.81%.

The size of the face database can be adjusted by Configuring the face images, vectors and metadata storage depth.