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README.md

README

FallTrak: Software for Activity Recognition

Research Paper: https://ieeexplore.ieee.org/document/8784089

What is this repository for?

  • This is to extract features from Android Sensors
  • We have built a sensor framework that takes you raw X,Y,Z sensor data and extract features that can be inputed into your classifiers.
  • 2.0
  • Uses Python3
  • Have SciKit, NumPy, SciPy installed. For easy use please just install anaconda.

How do I get set up?

  • You must get a text file containing sensor data in order (TIMESTAMP SENSOR_NAME X_AXIS Y_AXIS Z_AXIS) SPACES INCLUDED.
  • The file containing the data must have the format as seen above on each line you want to extract data from and enter it into main.py.
  • Run tests by inserting more training data or using the existing one and then running Classifier.py (Includes multiple classifiers)
  • Run main.py to insert new test and training data to the feature training file.

Who do I talk to?

www.dogan.ai

john@dogan.ai - John Dogan

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FallTrak: Open Source Activity Recognition Software

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