About

This is a final project for UC Berkeley’s extension Data Analytics bootcamp.
The goal was to have a web base game that one will be prompted to draw from a category then the doodle will be processed and sent in a model that will predict/categorize the image. This was achieved by training a convolution neural network model using google's quickdraw doodle data set and tensorflow keras in python. The model is then loaded with tensorflowjs.
Check out our github readme for more details

Data Sources

Javascript Libraries/Extensions

  • D3
  • Bootstrap
  • fabric.js
  • tensorflowjs
  • Clusterize.js

Back-End