A Doodle Drawing And Guessing Game!

Inspired by and designed using Google's QuickDraw Dataset.

• A multiclass classifier model (classifying from 10 categories) is deployed in the drawing part of the game.
• The guessing part displays sketches stroke by stroke from a MongoDB database (containing 44 categories).
• Project Presentation
• Demo Video

Setup:

1 Verify you have Nodejs and Python installed.

2 Install Desktop Development with C++.

• Install Visual Studio
• Open Visual Studio Installer and install Desktop Development with C++ workload.
• If you have used Visual Studio Installer before, click on Modify and scroll down to find the same.

3 Open the project folder in VS code and in terminal, run

• npm install

• npm rebuild @tensorflow/tfjs-node build-addon-from-source

• for frontend, run

  • npm start

• for server, run

  • cd backend
  • nodemon server

Open http://localhost:3000/ and Enjoy the Game!