Why Vision Systems Fail
Vision systems rarely fail because a camera exists on the line. They fail when the inspection zone, sample set, pass/fail criteria, or response to failure was never controlled clearly enough.
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Field-ready lessons from engineering, integration, and support teams. Browse practical articles on validation, implementation, and supportable production systems.
Showing 4 of 4 posts.
Barcode Verification: Readability Is Only Part of the Job
A barcode that scans is only the first checkpoint. The stronger question is whether the code matches the job, lot, order, or expected product in that moment.
Vision Tunnel vs Vision Tower: Choosing the Right Inspection Architecture
Tunnel or tower is not a style choice. The better architecture depends on inspection coverage, product presentation, line speed, access, and what needs to...
What to Send Before SSI Scopes a Vision Inspection
A better inspection conversation starts with the real production details: product photos, known defects, pass/fail criteria, line speed, product handling, and what needs to happen when a part fails. A vision inspection project usually starts before anyone picks a camera. The most useful first step is defining what the system needs to decide, what the product looks like in the real process, and wha
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