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AI Vision & IoT for Electronics & PCB

PCB and electronics inspection — solder quality, component presence and orientation, and pin defects detected at SMT-line speed.

Where We Help

  • Over/under solder detection
  • PCB component orientation
  • Bent pin & fiber ring marking
Electronics & PCB

/ Recommended

Solutions for Electronics & PCB

Core Vision Engine
CT Garud
AI defect detection & segmentation — 10+ defect types in one frame, <50ms per inference.
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PLC Integration
Process Check
Vision-guided process-sequence interlock & manufacturing step verification with PLC/Modbus output.
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Metrology
Vision Measurement
Non-contact dimensional gauging at 20µm precision. Thread, slot, diameter, gap — one frame.
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/ Our Work

Deployed in Electronics & PCB

PCB Child Component Assembly Check with Orientation
Vision Electronics
PCB Child Component Assembly Check with Orientation
Verifies all child components on a PCB with orientation checking — plus integrity checks like scratch and dent detection on relays.
1 pass full board check Case study →
Bent & Short Pin Inspection
Vision Electronics
Bent & Short Pin Inspection
Measures connector pin position, angle, and spacing to catch bent, short, and damaged pins before assembly.
Px + angle per pin Case study →
Fiducial Position & Control
Vision Electronics
Fiducial Position & Control
Detects PCB fiducials and computes dx/dy against master reference, feeding the PLC for live process correction and alignment control.
dx/dy to PLC live Case study →
Battery Pack Assembly Inspection
Vision Electronics
Battery Pack Assembly Inspection
Verifies all child components in battery packs from 12 camera positions — scratches, dents, lid gaps — interlocked with pack QR for full traceability.
12 camera positions Case study →
Cell Assembly Check — Orientation & Sequence
Vision Electronics
Cell Assembly Check — Orientation & Sequence
Detects all cells in a battery pack, verifies orientation of each, and inspects the cell sequence for mismatch.
Pre-close cell verify Case study →
Solder Joint Inspection
Vision Electronics
Solder Joint Inspection
Detects over-solder, under-solder, missing solder, and bridging on PCB joints — reducing manual inspection and electrical failures.
4-class joint grading Case study →
All Electronics & PCB applications →

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Inspecting Something in Electronics & PCB?

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