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Vehicle Damage Classifier for Rare Categories

Medium
MediumMachine LearningClassificationClass Imbalance

Problem

How would you handle rare damage categories when building a vehicle damage classifier at GEICO?

Practicing as: Computer Vision Engineer interview at GEICO

Hi, I'll play your GEICO interviewer for the Computer Vision Engineer role. Candidates describe these interviews as mixed and moderately difficult, so expect me to be professional and fair. Take your time with the question above and answer like we're in the room.

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GEICO Computer Vision Engineer Interview Questions
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