Think this through. How many grainy, terrible images of perps faces have you seen on home or business cameras out there? Or glimpses of a face through a hood? A person can't help figure it out, that's why they go to facial recognition for the computer to link it. That's what they'll ultimately land on.
Not every time, there will be situations like you put it with clear looks and police just need a name, but a lot will be left to the software for evidence.
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