NVIDIA-AI-Blueprints/video-search-and-summarization — GitHub trend

FINDING #4525 · UNIT ID 876545970

NVIDIA-AI-Blueprints/video-search-and-summarization

The NVIDIA VSS Blueprint is a suite of reference architectures for building GPU-accelerated vision agents and AI-powered video analytics applications.

[ C++ ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00157

ENGAGEMENT0.20

FRESHNESS1.31

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

11% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

6.60

ACCEL

-0.25

RETENTION

6.9%

PEAK 2026-06-25 · FORK-RETENTION 0.0% · 198 STARS / WINDOW

Author Audience

AUDIENCE

4,156

FOLLOWERS

1,367

OWNER ★

7,141

Engagement Signals

FORKS

357

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 198 / 198 (DIVERSITY 1.00)

Why This Is A Finding

NVIDIA-AI-Blueprints/video-search-and-summarization собрал 198 звёзд за окно, тогда как у автора всего 1,367 подписчиков — эффективная аудитория ≈ 4,156. Это даёт surprise-индекс 0.00157 (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 35% OF 6938 FINDINGS

#030xShug0/audio.cpp[ C++ ]0.32 #49NicholasSlattery/sony-head-tracker[ C++ ]0.15 #93OpenSteam001/OpenSteamTool[ C++ ]0.11 #137karola3vax/CS2FOW[ C++ ]0.0793 #164HackMan3D/HackMan3D-Orbit-Controller[ C++ ]0.0704

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6938 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 35%

VELOCITY6.604.13+2.47ABOVE 66%

RETENTION6.9%28.1%-21.2 PPABOVE 10%

FORKS35789+268ABOVE 81%

SURPRISE0.000.01-0.01ABOVE 17%