Honda Research Institute Driving Dataset (HDD) is introduced to enable research on learning driver behavior in real-life environments. The dataset includes 104 hours of real human driving in the San Francisco Bay Area collected using an instrumented vehicle equipped with different sensors including cameras, LiDAR, GPS/IMU, and vehicle states signals.

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