Samenvatting

In this project, several prototypes have been built and researched. The finished implementation is a software library written in the Flutter framework, which manages the collection of travel data, and the classification of this data via an on-device machine-learning model.
Additional prototypes include a Flutter app that is built for labeled data collection, an automated machine-learning training pipeline, and an algorithm to rebuild traveled routes and display them on a map.