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Scripts used during development of RO introspection work for ITSC 2019.

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Introspective radar odometry scripts

Description

⚠️ Messy research code 👨‍🎓

These scripts were used in the development of an introspective component that augmented MRG Radar Odometry, as published in [1]. Generating labelled data for categorising odometry estimates was done with some of the code here, along with the development of an SVM classifier used to predict poor odometry based on the eigenvector elements from the matching component (see publication for details).

Requires some MRG dependencies not contained in this repo, so is in an archive state.

ITSC 2019 publication

📽️ A video from the final ITSC 2019 publication can be found here.

[1] R. Aldera, D. De Martini, M. Gadd, and P. Newman, “What could go wrong? Introspective radar odometry in challenging environments,” in 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 2019, pp. 2835–2842.

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Scripts used during development of RO introspection work for ITSC 2019.

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