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CNN for Human Activity Recognition

[Python notebook] (https://github.com/aqibsaeed/Human-Activity-Recognition-using-CNN/blob/master/Activity%20Detection.ipynb) for blog post [Implementing a CNN for Human Activity Recognition in Tensorflow] (http://aqibsaeed.github.io/2016-11-04-human-activity-recognition-cnn/).

Tools Required

Python 2.7 is used during development and following libraries are required to run the code provided in the notebook:

  • Tensorflow
  • Numpy
  • Matplotlib
  • Pandas

Dataset

The WISDM Actitracker dataset used for model training, can be downloaded from the following [link]

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CNN for Human Activity Recognition in Tensorflow

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