I finally had the time to finish this huge update, what I started developing more than a year ago: on-device machine learning. Users now can analyze device sensor data with an on-device machine learning algorithm to predict driver aggression.
The ML model can be downloaded via Firebase ML service. The development of the model is also fully open-sourced and available under the Hawk AI GitHub repository with scripts to train and convert the model to the TensorFlow Lite format.
Plans
- Rework session screen with better data visualization.
For the foreseeable future, I don't plan to add more core features to the app, but when something comes up, I will resolve any issues.
I hope this will change in the future, but for now, enjoy what I consider a solid open-source base for Android application development.