How Swachathe works.
One device inside a vehicle, what it does with the video in seconds, and the five steps from spotting a pile to proof it's cleared.
One device. Four parts working together.
It sits inside a vehicle and does the looking, so nothing waits for a complaint.
- Dedicated camera
- AI computer
- IoT sensors
- GPS & storage
Dedicated camera
Films the roadside continuously as the vehicle moves.
Wide-angle capture sees the whole kerb, and motion-blur correction keeps every frame sharp, even at speed and in harsh light.
AI computer
Watches the video right there on the vehicle and spots garbage.
Detections happen in real time, on the device. Nothing waits to be uploaded and checked later.
IoT sensors
Keep the device powered and connected.
A fast data link sends detections the moment they're made, and battery management keeps the kit running all shift.
GPS & storage
Records exactly where every pile is.
Every issue is logged by its address on the map, road to road, across thousands of images.
From video to the city's screen, in seconds.
All of this runs on the device, in real time, while the vehicle is still moving. The city sees every vehicle, live.
- 01CaptureContinuous video
- 02FramesEvery frame checked
- 03DetectEvery pile boxed
- 04SegmentPile area measured
- 05Score & tagSeverity, GPS & time
- 06SendTo the platform
On the device · on the move

New detectionGarbage · from V1Photo, GPS and time attachedEvery vehicle carrying our device, live on the city's map: where it is and every pile it finds.
From spotting a pile to proof it's cleared.
- 01SurveyThe same ward, street by street.
- 02DetectGarbage, found in real time.
- 03TagA map pin, a time stamp and a picture.
- 04ReportStraight to the city.
- 05VerifyNothing is marked done without proof.

- Class
- Garbage
- ID
- #574
- Confidence
- 0.53
- Severity
- High
- Location
- 13.0049° N, 77.5703° E
- Time
- 11 Oct, 10:42 AM
Swachathe platform · your ward

Proof of work uploaded
Step 01 / 05 · Survey
The same ward, street by street.
A camera on a moving vehicle covers the same ward, street by street, on a regular cycle.
- One camera
- Same route
- Same criteria
See it on your own wards.
We'll show you the device, the platform and what it finds.