ScribbleNet

A tool which classifies hand-drawn doodles into distinct classes using a CNN (Convolutional Neural Network).

Try it yourself ^new!

Published on the Play Store

ScribbleNet is a Python package which is bundled as a REST API using Flask and deployed on Heroku.
It uses a Convolutional Neural Network (CNN) to recognize and classify hand-drawn doodles (source).
Trained on the QuickDraw dataset by Google (achieved a validation accuracy of 96%).
Built and Published an Android Application (Google Play) which communicates with the same API (in progress).
The web front-end is built using vanilla JavaScript, HTML and CSS.

Demonstration