aayush2710 / Activity-Monitoring-Device

A small device which tracks physical activity

Activity Monitoring Device

This is our first project for Robotix Club, IIT Hyderabad. This is a small device which tracks 4 physical states.

1. Sitting
2. Standing
3. Walking
4. Running

Component Used - Genuino 101 Genuino 101 is a learning and development board based on Intel Curie module. The board recognises gestures, and features a six-axis accelerometer and gyroscope. It also hass a inbuilt Bluetooth Low Energy (BLE). The intel curie module has a inbuilt Pattern Matching Engine. It has a 128 node hardware neural network with two classification alogirthms - the RBF kernel SVM(Support Vector Machine) and K Nearest Neighbours Classification.

Steps

1. Train the Genuino 101 Board - We collected datasets for various sensor values in 4 physical states. We trained the board using CuriePME library. Code is given here.
2. The prediction using RBF kernel SVM was transmitted to android app.
3. The android app recorded the values and stored it on our Google Firebase backend.
4. Daily stats were made available to users and appropriate recommendations were made.