Requirements for hardware platform for neural analytics operation

The requirements for cameras when you work with the Fight detector are given in the table.

Camera
  • Resolution is at least 640x360 pixels.
  • The viewing angle of the camera must be as horizontal as possible.
  • FPS is at least 15
Lighting
  • Lighting in the scene is at least 50 lux. In conditions of insufficient or excessive lighting (night or light-striking), stable operation of the analytics isn't guaranteed.
  • No abrupt changes in lighting
Scene and camera angle
  • Moving objects are visually separable from each other.
  • The background is mostly static and doesn't change abruptly.
  • The scene is minimally obscured by static objects (columns, trees, and so on).
  • The analyzed scene doesn't have reflective surfaces and sharp shadows from moving objects. If present, they must be masked.
  • Camera shake doesn't result in image offsets greater than 1% of the frame size
Image
  • The size of the person must be at least 21×55 pixels (width×height).
  • There must be no objects that block the person's body in the frame.
  • Image isn't noisy and isn't distorted by artifacts of the compression algorithm.
  • Situations that increase the likelihood of analytics error:
    • Sudden changes in the scene.
    • Camera facing top-down at a steep angle