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A small possible improvement for a better skin model.
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Perform face detection on the image:
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Get a color palette of dominant colors in the bounding box region:
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Original skin detection:
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New skin detection:
For this example, this technique made a difference between nude detection i.e (totalSkin/totalPixels)*100
became greater than 15.
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