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To ensure the correct operation of detection tools based on the neural tracker, the following image requirements should be met:

  1. The detected object to must be detected is clearly distinguishable by the human eye.
  2. The width or height of the objects does must not exceed 75% of the frame size.
  3. The image is not Image isn't noisy and not isn't distorted by compression algorithm artifacts.
  4. The duration of the object's visibility is at least 6 six frames. 
  5. The An object moves must move in the a certain direction between two adjacent frames at a distance which does not exceed the object's that doesn't exceed its size. This condition is necessary for the correct calculation of the object trajectory of the object (track).
  6. The minimum value of pixel density per meter is observed:

    Image resolution

    Object type

    Minimum pixel density per meter (ratio of

  7. the
  8. object width in pixels to

  9. the
  10. object width in meters)

    Minimum object size in pixels, Width x HeightRatio of
  11. the
  12. object width to
  13. the
  14. frame width as a percentage
    1920x1080Human55~25x105~3%
    1280x720Human35~17x70~3%
    640x360Human17~10x42~3%
    1920x1080Light vehicle (2 axles)55~354x300~20%
    1280x720Light vehicle (2 axles)35~240x205~20%
    640x360Light vehicle (2 axles)17~132x112~20%
Tip

Video stream and scene requirements for the Neurotracker module

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