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PRESENCE/ABSENCE AND POSITION CONTROLS OF COMPONENTS ON PCB

Problem

  • Incomplete installation of components on the board

  • Installing components in wrong places on the board

  • Components are installed at the wrong angle even if they are installed correctly

  • Bending of components in X and Y axis exceeding the specified tolerance range

Solution

Custom project work was performed.

  • Data collection and analysis with Dataguess Inspector

  • Labeling the issues that will be captured in the resulting dataset

  • Enrichment of data

  • Artificial intelligence model improvements, tests and integrations

  • Deployment of the trained artificial intelligence model and transition to a live environment

Result

  • Notifying the operator of cases caught as NG (Not Good) via siren, buzzer, or monitor

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