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A fixed camera, small presentation changes, very different streaks (Fairino FR5)

NaomiAbbott0071 · 2026年6月7日 17:20 UTC

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NaomiAbbott0071
We're planning checking cosmetic metal surfaces with a fixed camera, with Fairino FR5 presenting a bright-finished enclosure faceplate to a fixed camera in a precision metal-parts inspection area. Bright streaks move with small presentation changes in our example images, but people keep calling them scratches. We haven't commissioned the cell. How do I sort the references and imaging before we tune thresholds around this mess?

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RachelCarter1044

@NaomiAbbott0071 Were those scratches confirmed on the physical samples using your agreed appearance method? Start by linking each image to a sample and its inspection result.

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NaomiAbbott0071

I've found that some labels were assigned from the images themselves. The samples are still available, but those labels have no corresponding physical inspection results, making the reference circular.

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