FINDING #973 · UNIT ID 611272995
kby-ai/FaceLivenessDetection-Android
3D passive face liveness detection, face anti-spoofing, face fraudulent check, face liveness check, face spoof detection, face fraud detection and face analysis on Android.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
73% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
25.00
ACCEL
-7.96
RETENTION
31.9%
PEAK 2026-07-08 · FORK-RETENTION 0.0% · 175 STARS / WINDOW
Author Audience
AUDIENCE
1,227
FOLLOWERS
394
OWNER ★
1,965
Engagement Signals
FORKS
41
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 175 / 175 (DIVERSITY 1.00)
Why This Is A Finding
kby-ai/FaceLivenessDetection-Android собрал 175 звёзд за окно, тогда как у автора всего 394 подписчиков — эффективная аудитория ≈ 1,227. Это даёт surprise-индекс 0.0197 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 13% OF 1120 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1120 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.01ABOVE 13%
VELOCITY25.0013.86+11.14ABOVE 67%
RETENTION31.9%36.8%-4.9 PPABOVE 43%
FORKS4150-9ABOVE 46%
SURPRISE0.020.04-0.02ABOVE 32%