EDGE CV · LOCAL AGENT · SANTA CRUZ
CRUZWATCH
Nobody is watching the places people actually drown.
Watch cheaply. Reason rarely.
- CV on every frame.
- The agent only on a trigger.
- Context decides severity — never pixels.
camera→
YOLO11n + ByteTrack→
primitives→
hazard event→
Gemma 4 · local→
dispatch
REAL CV LOCAL AGENT SIMULATED
Three primitives. Every site.
zone_dwellEnters a closed zone. Stays.
proneUpright becomes horizontal.
velocity_anomalySpeed breaks its own baseline.
Location changes configuration, never code.
What is real, and what is not.
Real
- YOLO11n + ByteTrack · ~23 fps
- Triggers tuned on real footage
- Gemma 4, on-device
Simulated
- Stand-in camera feeds
- Mock dispatch console
- Hardware unit is a concept