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Artificial IntelligenceDeliveredEdge AI camera

Edge AI camera — Agriculture

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

Location
Junagadh
Year
2026
Duration
4 weeks
Team
6 engineers
Interactive 3D · drag to rotate
2.7 W
power draw
119 days
battery
2,897
units deployed

The challenge

Leadership wanted measurable results inside one quarter, with no disruption to running operations.

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

  • Documentation, drawings and source handed over at close
  • Designed, built and supported from Motera, Ahmedabad
  • Safety case reviewed with the client's EHS team
  • Integrated with existing PLC, ERP or GIS systems — no rip-and-replace

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