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Deep-learning machine vision for inspection

Quality & Inspection

Summary

Cognex provides machine vision systems and deep-learning vision software used for inspection, identification and guidance in factories.

Workflow

  1. Select vision hardware for the station.
  2. Train deep-learning tools on sample images.
  3. Deploy pass/fail inspection.
  4. Integrate results with PLCs and MES.

Tools

Source: https://www.cognex.com (vendor page, accessed Oct 13, 2026). Workflow steps are a general outline; check the vendor for specifics.

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