QUALITY CONTROL ON CAR INSTRUMENT CLUSTER
Problem
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Presence/absence control of the hands on the speed and fuel gauges on the instrument cluster
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Whether the hands on the speed and fuel gauges on the instrument cluster are broken
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Whether the rods on the instrument cluster are broken
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Presence/absence check of rods on the instrument cluster
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Incorrect labeling on the instrument cluster
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Presence/absence check of the label on the instrument cluster
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Presence/absence check of round and oval points on the instrument cluster
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Whether the round and oval points on the instrument cluster are in the right place
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Checking the presence/absence of tabs on the instrument cluster
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Checking for broken tabs on the instrument cluster
Solution
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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