Hardware requirements for the Face detector TV and its sub-detectors

Hardware requirements for neural analytics operation

Image requirements for the Face detector TV and its sub-detectors

Requirements for the operation of the Face detector TV and its sub-detectors are given in the table:

Camera
  • FPS is at least 12. For face recognition at turnstiles, FPS is at least 6
  • Camera must have lenses that don't produce significant distortion of the face, especially in the centre of the frame

Attention!

  • Correct operation of the detector has a strong dependence on the optical distortion of the lens. The less distortion in the frame, the higher the accuracy of the algorithms.
  • Correct operation of the detector isn't guaranteed if you use frames that were masked before they got into Axxon One by an IP camera or similar methods.
Lighting
  • Faces must be evenly illuminated with diffused light of at least 200 lux. Directional side lighting isn't allowed
  • Contrast of the captured faces must be over 64 grayscale
  • Insufficient or excessive lighting isn't allowed
  • There must be no backlighting and sharp gradients of light and shade
Scene and camera angle
  • Maximum angle of frontal perspective of the photos of people’s faces received from cameras must not exceed +/- 15°
  • Mutual faces overlapping must be minimal
  • We recommend using the centre of the frame for analysis, as this is the area where distortion of the face image is minimized

Note

You can specify the required distance between the camera and the face using a lens with the required focal length.

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