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Face Recognition, Part 1: What is it?

I am trying to manage our family pics so family members can find those they like, build calendars, show the right ones to others and so on. Face recognition is a part of it. To say "show me the best pics with A, B and C" face recognition is a solution. I had started and tried it a lot of times, but I never got to satisfying results. I believe now the tooling exists, the learning material is accessible for non AI experts, like me, and I just want to get it done and learn ML/AI on a topic that I care about.
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