github SkyTechNerds/faceid v0.6.2

latest releases: v0.27.1, v0.27.0, v0.26.0...
3 months ago

0.6.2 — 2026-07-25

  • History scan can recover missed events (python -m app.backfill --rescue). When the
    detect snapshot holds no usable face, the event clip is scanned instead — measured over
    180 events, about one in five yields a face that the normal scan misses entirely.
  • Quality gate calibrated against real data, not intuition. A first run put 308 faces
    into the review queue, most of them useless: back-of-head shots, motion blur, and
    outright false positives (a church spire scored 0.57). Sorting 74 finds by detection
    score showed a clean split — below ~0.8 it is mostly junk, above it mostly real faces.
    Rescue therefore requires 0.85 by default (--rescue-min-det), which cuts the yield
    to roughly a seventh and leaves the usable finds.
  • Deliberately no filter on gallery match score: a stranger's face scores low by
    definition, and enrolling strangers is what the queue is for. Also no pose filter —
    measurement showed working galleries are full of profile shots (median frontality 0.55),
    so filtering those would discard good references.

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