Python · Apache-2.0
machinefi/trio-retina
Model-agnostic state layer for world models — turn any detector (YOLO · VLM · DINO) into one standard, queryable stream of events + latent state. numpy-only, runs on CPU at the edge.
★ 189
Stars
43 forks · 2 open issues
flat
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
12.7
Momentum / 100
see the breakdown below
4mo ago
Created
last push 3mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | flat, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 6.1 | last push 3mo ago; decays to zero at 180 days |
| Scale | 15 | 6.6 | 189 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 12.7 | sum of the above |
Detail
| Topics | computer-visionedge-aievent-streamobject-detectionobject-trackingperceptionpythonrtspvideo-analyticsvlmworld-modelsyolo |
| Matched on | Computer Vision (computer-vision, object-detection) |
| Short window | +0 stars over 7 days = 0.0/day |
| Long window | +0 stars over 26 days = 0.0/day |
| Lifetime average | 1.32 stars/day over 143 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |