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QUALITY CONTROL ON CAR INSTRUMENT CLUSTER

Problem

  • Presence/absence control of the hands on the speed and fuel gauges on the instrument cluster

  • Whether the hands on the speed and fuel gauges on the instrument cluster are broken

  • Whether the rods on the instrument cluster are broken

  • Presence/absence check of rods on the instrument cluster

  • Incorrect labeling on the instrument cluster

  • Presence/absence check of the label on the instrument cluster

  • Presence/absence check of round and oval points on the instrument cluster

  • Whether the round and oval points on the instrument cluster are in the right place

  • Checking the presence/absence of tabs on the instrument cluster

  • Checking for broken tabs on the instrument cluster

Solution

  • 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

Endüstriyel Yapay Zeka ile Otomotiv Kalite Kontrolü: Bu görselde, Dataguess'ın otomobil gösterge panelindeki cluster üzerindeki hız ve yakıt göstergelerinde ibrelerin varlık yokluk kontrolünü ve kırıkların tespitini yapay zeka ile nasıl gerçekleştirdiğini görebilirsiniz.
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