System design: ML-based odometry for an AV (IMU + GPS + wheel odometry)
hardsubjectivesystem design
Asked in interviews
Design a machine-learning-based odometry system for an autonomous vehicle using IMU, GPS, and wheel odometry. Where does ML help versus a classical filter, what would the model learn, and how would you train and validate it?
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