Visual defect inspection — Electronics
Deep-learning vision that flags surface and assembly defects at line speed. Delivered for a electronics client in Gandhinagar.
- Location
- Gandhinagar
- Year
- 2020
- Duration
- 7 weeks
- Team
- 3 engineers
- 100%
- defect recall
- 30
- ms per part
- 71%
- fewer escapes
The challenge
Leadership wanted measurable results inside one quarter, with no disruption to running operations.
What we built
Built in our Motera lab, validated on a replica rig, then commissioned on site in days using PyTorch and OpenCV.
Delivery timeline
Phase 1
Discovery sprint and site survey
Phase 2
Prototype built and tested in the Motera lab
Phase 3
Pilot on site with before/after measurement
Phase 4
Scale-out, training and handover
Highlights
- Designed, built and supported from Motera, Ahmedabad
- Documentation, drawings and source handed over at close
- Before-and-after measurements agreed with the client up front
- Operator training delivered in Gujarati, Hindi and English
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