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Self-Supervised Inertial Odometry

Qiu, Yuheng et al.
arXiv (All) · Papers
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robotics
Learning inertial odometry for a new platform usually requires ground-truth trajectories. We show that an inertial odometry model can instead be trained from scratch by a myopic teacher that integrates the IMU over each short window independently, a scheme we call integration self-supervision.Intere
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