Activity-Classification

Using the concepts of signal processing, machine learning and neural networks trying to predict the motor activity (running,walking,jumping,climbing) of an individual using data collected by accelerometer and gyroscope.
Accelerometer and Gyroscope values are obtained from the sensors in your phone.

Data

Data set contains values gathered by sensors like accelerometer and gyroscope present in mobile devices. Data is collected by actually performing all the motor activities.

Installation

1. Tensor Flow

pip3 install --user --upgrade tensorflow

2. Install keras

pip3 install keras

3. Sklearn

pip3 install -U scikit-learn

Steps

• Run python3 model.py