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Re:Face++: API for face detection – also detects gender, age... by downandout on Tuesday November 04, 2014 @03:39PM (#8558913)
Yes, there are a few characteristics that are mainly visual and hard to identify any other way. Bald is one, wearing glasses (segmented by sunglasses/regular glasses) is another.

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