
| Class | In | Out |
|---|
Vehicles counted in real time, on-device from one road camera.
Trained on local road samples — learned to recognise auto-rickshaws.
Auto-rickshaw & bike recognition much sharper, retrained on thousands of live day & night samples. Duplicate boxes on two-wheelers removed.
Reducing auto/bike mix-ups and sharpening night accuracy. Sampling continues 24/7 to keep improving.