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Sign Language Based Smart Home Devices with Sparsified NN

Requirements

(For the application)

  • NodeJS

(For Sparsification and Pruning)

  • Python 3 and above version
  • Tensorflow 1.6

Hardware Requirements

  • Web camera
  • Microphone
  • Amazon Alexa
  • Speaker

Running the application

  • Install the dependencies using:
npm install
  • Start the local web server by running
npm start

This will start a web server on http://localhost:9966.

  1. Allow permission to your webcam and microphone.

  2. Add some words you want to train on.

The demo code for sparsification is in the Python notebook.

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  • Jupyter Notebook 91.7%
  • JavaScript 6.2%
  • CSS 1.2%
  • HTML 0.9%