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FZ-S2M/SC2M датащи(PDF) 4 Page - Omron Electronics LLC

номер детали FZ-S2M/SC2M
подробное описание детали  AI-based defect detection that exceeds the ability of expert inspectors
PDF  54 Pages
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производитель  OMRON [Omron Electronics LLC]
домашняя страница  http://www.omron.com/index3.html
Logo OMRON - Omron Electronics LLC

FZ-S2M/SC2M датащи(HTML) 4 Page - Omron Electronics LLC

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AI Fine Matching
4
AI identifies good products as well as
experienced inspectors
Sensory inspection requires a certain tolerance for variations that don't pass a certain threshold.
Determining what variations are acceptable is a key capability of expert inspectors and poses a challenge for automated
inspection systems.
The FH Series can determine acceptable variation tolerances.
Omron's AI Fine Matching tool learns from the image data of
non-defective products to quickly acquire the "expertise" that
inspectors develop over the course of many years. This reduces
costs and boosts productivity through automation.
Contamination inspection
of LED modules
Defective product
With foreign materials
Non-defective product
Position difference of die
Non-defective product
Position difference
and light variation of
surrounding part
Target inspection level: Reduce overdetection
Captured image
Previous automation method
Detects position differences, not
foreign materials, as defects
Detects foreign materials only
and ignores position differences
Overdetection
Overdetection
Overdetection
Judges as non-defective product
Judges as non-defective product
Detects foreign material only
Correct
judgment rate
Time
Previous automation method
Difficult to achieve target Time-
consuming, endless adjustment
AI adjusts to target level
in a short period of time
Target level
Difference image
AI automation method



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