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Specifically, the “face in the crowd” scenario, in which a face is picked out from a crowd in an uncontrolled environment, is unlikely to become an operational reality for the foreseeable future. b. FRT can only recognize a face if a specific individual’s face has already been added to (enrolled in) the system in advance.

https://nissenbaum.tech.cornell.edu/papers/facial_recognition_report.pdf

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