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Represent recurring people as temporal occurrences #75

Description

@tulayha

Improve people indexing so repeated detections across adjacent frames can be returned as meaningful appearances instead of many unrelated face samples.

Expected behavior:

  • Group detections belonging to the same continuous appearance.
  • Return useful start and end times with representative evidence.
  • Reduce repetitive results from neighboring frames.
  • Associate occurrences with anonymous person clusters where available.
  • Support reviewing incorrect merges or splits.

This should make questions such as "when does this person appear?" useful without requiring a client or agent to reconstruct occurrences from individual frames.

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