Aaron D. Lee a5ddc53cf0 feat(S3): FaceRecognizer with in-memory embedding matching ...

Add FaceRecognizer class that loads face encodings from the database,
supports runtime add_encoding(), and matches new encodings by L2 distance.
face_recognition import is deferred so the class works without dlib installed.
FaceResult dataclass carries profile_id, name, confidence, crop, and bbox.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

2026-04-03 18:59:07 -04:00

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