Machine vision

Machine Vision Inspection System

A maintainable inline inspection system combining imaging, algorithms and production takt.

Capabilities
3
Industries
2
Machine Vision Inspection System
Core capabilityDefect inspection
IndustryEquipment manufacturing
  • Industrial cameraCapturing
  • Defect reviewPending
  • Line signalLinked

On-site workflow

Design optics, algorithms, cycle-time integration and review loops so inspection becomes part of line execution.

  1. 01
    Assess sample and optics

    Define imaging around defect shape, reflection, line speed and installation limits.

  2. 02
    Validate algorithms

    Build reviewable results for detection, measurement, positioning and classification.

  3. 03
    Integrate line cycle

    Connect triggers, lighting, capture, reject signals and traceability.

  4. 04
    Close quality loop

    Route defect images, batches, review decisions and reports into quality workflows.

System topology

Connect cameras, lighting, algorithm stations, line signals and quality traceability into a structure operators can maintain and review.

  1. Layer 01Imaging station

    Position cameras, lenses, lighting, triggers and fixtures around line speed.

  2. Layer 02Algorithm unit

    Output detection, measurement, positioning, classification and confidence.

  3. Layer 03Line integration

    Connect PLCs, rejection, review stations and batch traceability signals.

  4. Layer 04Quality loop

    Close the loop with defect images, review decisions, reports and model updates.

Samples
Defect setReview samples, labels, false positives, misses and decision rules.
Cycle time
Line tuningClose trigger, imaging, recognition, rejection and traceability signals.
Quality
Report trailQuery results, image evidence and batch data after delivery.

Core capabilities

A connected capability set designed for real operational workflows.

  • Defect inspection
  • Dimensional measurement
  • Result traceability

Product overview

Design imaging, inspection logic and line integration around real defects, station conditions and takt constraints.

Industries

Adaptable to different operating environments and integration boundaries.

  • Equipment manufacturing
  • Electronics manufacturing

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