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Capstone project. Object recognition in hand-drawn sketches, as a party game.

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Guess-a-Sketch

Half party game, half neural net.

Each round, you get a prompt (eg "cat"). Draw it! Well, as best you can, until the timer runs out. Get points based on the quality of your drawing.

Points are awarded by a program which can recognize objects in napkin-quality sketches. The program learns how to do this using a convolutional neural network.

The App

The party game is implemented as a Meteor web app, using React for the UI.

See setup and user instructions at app/README.md

The Net

The neural network is implemented using Tensorflow.

See setup instructions at SketchNet/README.md

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Capstone project. Object recognition in hand-drawn sketches, as a party game.

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  • Python 37.4%
  • JavaScript 36.4%
  • Jupyter Notebook 24.1%
  • Shell 1.8%
  • HTML 0.3%