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Pose estimation of an uncooperative spacecraft using monocular cameras can be profitably exploited in support of proximity operations. We propose a light pose estimation software, that exploits neural networks and runs in real time on a low power embedded TPU, achieving state-of-the-art accuracy.

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This page is a summary of: Deep Learning for Real-Time Satellite Pose Estimation on Tensor Processing Units, Journal of Spacecraft and Rockets, February 2023, American Institute of Aeronautics and Astronautics (AIAA),
DOI: 10.2514/1.a35496.
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