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Artificial IntelligenceR&DEdge AI camera

Edge AI camera — Smart city

A custom low-power camera running vision models without the cloud. Delivered for a smart city client in GIFT City.

Location
GIFT City
Year
2023
Duration
22 weeks
Team
5 engineers
Interactive 3D · drag to rotate
4.1 W
power draw
118 days
battery
1,854
units deployed

The challenge

Data existed but lived in spreadsheets and legacy systems, so decisions were made on instinct rather than evidence.

What we built

Built in our Motera lab, validated on a replica rig, then commissioned on site in days using TensorFlow Lite and Zephyr.

Delivery timeline

  1. Phase 1

    Discovery sprint and site survey

  2. Phase 2

    Prototype built and tested in the Motera lab

  3. Phase 3

    Pilot on site with before/after measurement

  4. Phase 4

    Scale-out, training and handover

Highlights

  • Designed, built and supported from Motera, Ahmedabad
  • Before-and-after measurements agreed with the client up front
  • Integrated with existing PLC, ERP or GIS systems — no rip-and-replace
  • Remote monitoring and over-the-air updates included

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