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In every reported case where police mistakenly arrested someone using facial recognition, that person has been Black
(www.businessinsider.com)
This is a most excellent place for technology news and articles.
It seems like past mugshots would be an ideal part of the training set. Are they not using those?
Personally, I'm leaning towards "It's not the image recognition program that's the problem here."