Store faces and the people they belong to
Schema v8: people, faces, face_person, face_person_rejected, and the per-library calibration. Follows catalog.md 10.1 with two additions the spec work turned up. crop_px, because at the 1024px proxy tier a group shot reaches the embedder at ~50 source pixels upsampled to 112 and a portrait at 340. FR-CULL-9 names face size as an axis along which an uncalibrated similarity misbehaves, so it is a stored feature rather than a UI hint. face_person_rejected, because rejection is not the absence of an assignment. Without it the next clustering pass re-suggests exactly the face the user just pushed away, and the tool feels broken. record_detections replaces rather than appends, since DetectFaces is coalesced per image -- and carries confirmations across the replacement by box overlap, so re-indexing with a better model cannot discard the user's own labelling. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
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