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PRESENCE/ABSENCE AND POSITION CONTROLS OF COMPONENTS ON PCB
Problem
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Incomplete installation of components on the board
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Installing components in wrong places on the board
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Components are installed at the wrong angle even if they are installed correctly
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Bending of components in X and Y axis exceeding the specified tolerance range
Solution
Custom project work was performed.
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Data collection and analysis with Dataguess Inspector
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Labeling the issues that will be captured in the resulting dataset
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Enrichment of data
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Artificial intelligence model improvements, tests and integrations
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Deployment of the trained artificial intelligence model and transition to a live environment
Result
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Notifying the operator of cases caught as NG (Not Good) via siren, buzzer, or monitor
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