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But Find Face goes one or two intrusive steps beyond that.
Find Face markets itself as a dating service, but its founders hope to eventually make money from licensing its algorithm to law enforcement and retail companies.
This level of intrusion will surely add to people's existing range of privacy concerns regarding facial recognition.
Facebook, for instance, has come under fire for the potential storage of "Faceprint" data, which allows software to recognize members of the social network by their faces.
Tapping into publicly available data from popular Russian social network Vkontakte, the app, called Find Face, claims to have a 70 percent success rate when it comes to identifying people.
Security software company Kaspersky put the algorithm to the test in April and found that Find Face works as well as it claims to.
When Kaspersky uploaded posed photos, the software correctly identified people 90 percent of the time.
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