Technology & methods

What runs underneath RoadRx.

RoadRx combines mobile collection, evidence services, network analysis, predictive workflows and authority tools in one connected platform.

  1. 01Smartphone sensors
  2. 02RoadRx Driver · Kotlin/Compose + PWA
  3. 03FastAPI backend
  4. 04SQLite / SQL Server support
  5. 05Evidence fusion
  6. 0650 m Road Health Index
  7. 07Leaflet Authority Dashboard
  8. 08Road-aware routing
RoadRx Driver sensor waveform

Signal to evidence

Motion data in its travel context.

Accelerometer, gyroscope, GPS and speed records feed a pipeline that groups repeated observations before applying transparent evidence rules. The live browser demonstration does not run the model in-browser.

Device observationsFused confidenceOn-device CNN deployment
RoadRx Authority live sensor demo

Any public-dataset baseline result is a self-test on RoadSens-4M, not proof of real-world RoadRx pothole-detection accuracy.