AI Inspection · Electronics
PCB Assembly Verification
Verify component presence, polarity and orientation on populated boards before they reach reflow and test.
Solution capability
Challenge
The problem on the line
Dense boards with small, similar parts make manual and template inspection error-prone; escapes are expensive to find downstream.
Solution
- High-resolution camera over the conveyor with region-of-interest per component
- Detection and classification for presence, polarity and orientation
- Pass/fail interlock to the line PLC
- False-call review with model retraining
Target outcomes
0missed components (target)
<1sper board
Fulltraceable evidence
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