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Artificial IntelligenceDeliveredEdge AI camera

Edge AI camera — Security

A custom low-power camera running vision models without the cloud. Delivered for a security client in Sanand.

Location
Sanand
Year
2023
Duration
33 weeks
Team
4 engineers
Interactive 3D · drag to rotate
4 W
power draw
148 days
battery
741
units deployed

The challenge

Conditions on site — heat, dust, vibration and patchy connectivity — had defeated two earlier attempts at this in security.

What we built

We owned the whole stack — hardware, firmware, models and dashboards — using TensorFlow Lite, STM32, Zephyr so there was one accountable team.

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
  • Operator training delivered in Gujarati, Hindi and English

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