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- The object to be detected (PPE) is clearly distinguishable by the human eye.
- The image is not noisy and not distorted by compression algorithm artifacts.
- The width or height of the equipment does not exceed 75% of the frame size.
- The duration of the object's visibility is at least 3-8 frames. The minimum number of frames depends on the task.
- There are no visible physical barriers between the camera lens and the analyzed object.
The minimum value of pixel density per meter is observed:
WidthImage resolution
Object type Minimum pixel density per meter (ratio of the object width in pixels to the object width in meters)
Minimum object size in pixels,
Heightwidth x height 1920x1080 Human 170 ~102x309 1280x720 Human 128 ~77x233 640x360 Human 80 ~48x145
The minimum dimensions of the equipment on the body areas in pixels are observed. An example of equipment dimensions for a resolution of 1920x1080:
Upper upper body (torso) 75*100.,
Legs legs 75*105.,
Head head 60*65.,
Hands hands 65*60.,
Feet feet 45*40.,
Set set of equipment 165*295.
Tip |
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Video stream and scene requirements for Equipment detection tool (PPE) operation |
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