Getting consistent inspection evidence before commissioning

ImranBrooks0827 · 14 Jul 2026, 12:16 UTC

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IM
ImranBrooks0827
We're planning inspecting reflective surfaces for scratches, 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?

8 replies

MI
MinaBrown0946
Replying to ImranBrooks0827

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.

4 points
IM
ImranBrooks0827
Replying to MinaBrown0946

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.

11 points
MI
MinaBrown0946
Replying to ImranBrooks0827

@ImranBrooks0827 Keep the image-only labels uncertain pending physical inspection. A controlled comparison of lighting and presentation can then investigate whether the moving streaks indicate reflection effects.

13 points
PA
PavelChan1049
Replying to MinaBrown0946

A scratch's visibility can change with presentation too. Don't let 'moving streak' quietly become the rule for relabelling something acceptable.

-4 points
MI
MinaBrown0946
Replying to PavelChan1049

@PavelChan1049 You're right to qualify that. The streak behaviour motivates an imaging investigation; it doesn't replace physical classification under the agreed inspection procedure.

23 points
CA
CalebBrown0928
Replying to MinaBrown0946

So uncertain isn't the same as good? Where do those images go?

7 points
MI
MinaBrown0946
Replying to CalebBrown0928

Retain their sample identities and undecided status. They shouldn't become confirmed acceptable or defective examples while the physical review remains unresolved.

5 points
IM
ImranBrooks0827
Replying to MinaBrown0946

@MinaBrown0946 Our two comparison folders changed exposure and presentation together. I can't tell which change made the images look better. That comparison needs a caveat too.

3 points

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