LocoKit

A Machine Learning based location recording and activity detection framework for iOS.

https://github.com/sobri909/LocoKit

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Location and Motion Recording

• Combined, simplified Core Location and Core Motion recording
• Filtered, smoothed, and simplified location and motion data
• Near real time stationary / moving state detection
• Automatic energy use management, enabling all day recording
• Automatic stopping and restarting of recording, to avoid wasteful battery use

Activity Type Detection

• Machine Learning based activity type detection
• Improved detection of Core Motion activity types (stationary, walking, running, cycling, automotive)
• Distinguish between specific transport types (car, train, bus, motorcycle, airplane, boat)

Record High Level Visits and Paths

• Optionally produce high level Path and Visit timeline items, to represent the recording session at human level. Similar to Core Location's CLVisit, but with much higher accuracy, much more detail, and with the addition of Paths (ie the trips between Visits).
• Optionally persist your recorded samples and timeline items to a local SQL based store, for retention between sessions.

Organizations using or interested in using the resource:

Contributor(s):

Tags: trace, traceur, tracking, mobilitykit

Categories: Logiciel, Données

Theme: Open Street Map OSM, Traces de mobilité et des données associées

Referent: Patgendre

Challenge: Augmenter les connaissances partagées en cartographie et usages des véhicules et réseaux de transports

Key people to solicit:

Other related common: Kit Minimal pour créer gérer et partager des traces de Mobilité

Wealth sought: Expérimentation, Cas d'usages, Financement, Contributeur - Communauté

Required skills: Information/simulation, Partie prenante/Utilisateur, Partie prenante/Collectivité, Information

Community of interest: Communauté autour des traces de mobilité et des données associées, Communauté autour des données ouvertes

License: GNU Affero General Public License

Terms of Service (TOS):

Level of development:

Link to my actions board:

Link to my cloud, wiki, drive…:

Needs: See also https://github.com/mobilitykit/mobilitykit-ios

Next step:

Documentation of the experimentations:

Other informations

List of the actors using or willing of using this common: aucun pour le moment

List of the workshop reports related to this common: