/activity-prediction-app

iOS App for Human Activity Recognition (challenge for a PhD application)

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activity-prediction-app

iOS App for Human Activity Recognition (challenge for a PhD application).

Description

This simple iPhone App uses a trained LSTM on iPhone accelerometer data. The dataset I have used for training can be found here: motionSense. The App uses a transformed Keras Model (.h5 -> .mlmodel), which is fed with motion accelerometer data (10seconds).

Requirements

  • iOS 12 (for CoreML to work)
  • Xcode10

Installation

Install TestFlight on your iPhone to use the App and type in the following voucher to test the Beta App: https://testflight.apple.com/join/EOEMogqS

Screenshots

Homescreen 10s screen 10s prediction Live version
Live