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Hardware requirements for neural analytics operation

Image requirements for the Abandoned object detector VI (Street)

Requirements for the operation of the Abandoned object detector VI (Street)are given in the table:

Camera
  • Pitch angle of the camera optical axis relative to the horizontal plane:
    • at least 15 degrees (for the inclined method of placement);
    • from 80 to 100 degrees (for placement on ceiling).
  • Resolution is from 640x360 to 1920×1080 pixels. Resolution can be:
    • lower for close-up scenes (2–7 meters for cameras with standard focal length) without loss of recognition quality; 
    • higher for scenes far from camera (from 10 meters).
  • FPS is at least 25
  • Color image only
Lighting
  • Lighting in the scene is from 100 to 1000 lux
Scene and camera angle
  • Shooting distance is from 5 to 30 meters
  • Density of people flow is no more than one person per square meter
  • Volume of the abandoned object is from 3 cubic decimeters
  • Background texture: moving, random and inhomogeneous background with contrast variations from 0.2 to 0.8
Object images
  • For abandoned objects, the optimum density is 100 pixels per meter
  • Maximum signal-to-noise ratio (without the function of automatic signal amplification) is at least 42 dB
  • Image isn't noisy and isn't distorted by artifacts of the compression algorithm
  • Distortion is no more than 10% (at the edges of the frameat a distance of one third from its center in width, height and diagonal)