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> We did some inverse model explanation work which quickly showed that our car was paying attention to the overhead skylights more than the actual tracks.

It must've been posted here before: this is exactly the strategy Andy Sloane used to localize his car.

https://www.a1k0n.net/2021/01/22/indoor-localization.html




Ah very cool! Thanks for sharing.

We did this back in 2017(?) using an Nvidia Jetson TX2, allowing us to train the model on the car itself, avoiding a round-trip to our laptop!




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