Activity is an IOS App that show how to train and deploy a Human Activity Model in your mobile thanks to CoreML and TuriCreate
Activity recognition is a really exciting field because it can associate a service based on what the user is doing.
Eventually, I'll associate activity with music.
I want to classify severals kind of activities :
Simple activities :
- walking
- running
- sitting
- jumping
Complex activities :
- metro
- car
- skating
- biking
I recorded my movements - accelerometers and gyroscopes - during each activity with my Iphone7 sensors.
My python project is here, I used Turi Create for the training part.
The app is in Swift 5 with two targets :
- Activity : the app
- CoreActivity : the motion data handling and predictions with CoreML.