ProbeDensity
Mobile probe capture
ML Pipeline
Mobile Ingest

Capture a probe drive from your phone.

This page streams GPS + accelerometer data at 1 Hz to /ingest. The server accumulates data across road links until 1 km is reached, extracts features, predicts density, and registers the result with the multi-probe ensemble. Road info (speed limit, lanes) is auto-detected from GIS link matching.

Idle No active session
Inactive
0 m 1,000 m

Start collection after confirming HTTPS, motion permission, GPS lock, and live server connectivity.

No checks completed yet.

HTTPS
Pending
Motion
Pending
GPS
Waiting
Connection
Offline

Prediction

Latest estimate

Density
— veh/km
Flow
— veh/h
FD estimate
— veh/km
ML correction
— Δk

Probe Telemetry

Live sensor view

Speed
— km/h
Distance
0 m
Road link
Predictions
0
GPS

Configuration

Collection control

Road info (speed limit, lanes) is auto-detected from GPS link matching.

Before you start

Open over HTTPS on iPhone, allow Motion and Location permissions, then wait for GPS to stabilize outdoors.

The button stays available, but the readiness checks above tell you what still needs attention.

Open map

Event Log

Capture trace

Map