Live telemetry
Flow rate and fluid level for every bed, streamed over WebSocket the instant a reading lands.
FluidWatch watches every infusion pump on the ward and calls out the ones that need a nurse — before the line runs dry.
Bed 01
STABLE124 ml/hr
78% remaining
Bed 03
CRITICAL12 ml/hr
9% remaining
Bed 05
WATCH45 ml/hr
31% remaining
Bed 04
STABLE110 ml/hr
91% remaining
One continuous pipeline, zero manual steps
An AI-Thinker ESP32-CAM on the IV stand photographs the bag on a timer and uploads it over Wi-Fi.
The backend runs a trained MobileNetV3 model on each frame, derives fill level and flow rate, and stores it.
Every reading broadcasts over WebSocket straight to the ward dashboard — a new bed card in seconds.
Everything a ward needs, nothing it doesn't
Flow rate and fluid level for every bed, streamed over WebSocket the instant a reading lands.
Audible + on-screen alarms the moment a drip goes critical.
See the actual photo the model read the level from.
Historical charts, status breakdowns, CSV/Excel export.
Nurses monitor; only admins manage staff and thresholds.
Tune thresholds and the live data source from one panel.
Ready to watch your ward live?
Sign in to open the console — the first account to register becomes the ward administrator.
Staff sign in