The measurements depend on camera placement, resolution, detection depth, and compute power.
Using the camera attached to signage, we divided each person in its field of view (FOV) in two categories.
If a person enters the FoV, it is counted as an OTS.
If a person in its FOV, looks at the signage for more than 2 seconds, a watcher is counted. For each watcher, we calculate a range of measurements.
The measurements are given at an interval of 200 ms and for each advertisement. This makes it very easy to use them as input in your programmatic system.
A total of 8 groups are estimated.
(0-2), (4-6), (8-12), (15-20), (25-32), (38-43), (48-53), (60-100)
Male and Female
A total of 8 emotions are estimated.
Anger, Disgust, Surprise, Sadness, Happiness, Neutral, Contempt, Fear
A total of 5 ethnicities are estimated.
Asian, Black, Indian, Others, White
Short dark stubble, Goatee, Mustache, Sideburns
Arched eyebrows, Heavy makeup, Rosy cheeks, Earrings, Lipstick, Necklace
Long Sleeve Wear, Short Sleeve Wear, Shorts, Trousers, Vest
Tops and Dress (Long/Short Sleeve), Shorts, Skirt, Sling dress, Trousers, Vest dress
Black, Blond, Blurry, Brown, Gray, Receding Hairline, Straight Hair, Wavy Hair, Bald
The results of the analysis are shown at three levels.