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sobri909 avatar sobri909 commented on July 29, 2024 1

To answer this question a bit better, a few hours ago I pushed ArcKit v2 live, which makes use of the Core Motion data (and Core Location data) to do machine learning activity type classifying :)

https://github.com/sobri909/ArcKit/wiki/Introduction-to-ArcKit-v2.0.0

I've written up a wiki article giving a brief introduction. But I'm still working on writing up the new API docs and some more comprehensive howtos and tutorials and the like. So there's more coming soon...

from locokit.

sobri909 avatar sobri909 commented on July 29, 2024

The Core Motion data is used to fill in the extra properties in the LocomotionSamples, and is also fed into the machine learning classifier (which I'll be publishing a beta of tomorrow-ish).

I don't use any of the Core Motion data to help correct location data. The location data filtering / smoothing is done by a couple of Kalman filters, as a first pass, then a second pass is done by a dynamic smoothing / averaging algorithm.

from locokit.

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