We're planning checking cosmetic metal surfaces with a fixed camera, with Fairino FR10 presenting a bright-finished enclosure faceplate to a fixed camera in a small finished-parts production cell.
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?
What counts as a confirmed defect on a reflective surface?
LinCarter0966 · 2026年5月14日 07:42 UTC
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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.
19分@RaviArcher0389 Some labels came from the pictures alone. We still have the samples, but those labels aren't tied to physical inspection results. That's irritatingly circular.
14分