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QUALITY CONTROL IN CAR CONSOLE BUTTONS

Problem

  • Detection of color differences between buttons

  • Whether the buttons are inserted into the correct slot

  • Presence/absence control of buttons

Solution

  • Custom project work was performed to collect and analyze images in order to detect color differences within the tolerance range set by the company

  • 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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