onkarsb / MNIST-Draw-and-Guess

MNIST-Draw and Guess!

A webpage where you can draw number and let the ANN model guess it 😁

Demo:

Run locally

1. Clone this project

git clone https://github.com/onkarsb/MNIST-Draw-and-Guess.git

2. Open the folder in VsCode

   • Install "Live server" extension

   • Right click on index.html and click on "Open with live server"

   The webpage should load in your browser

Project Info:

Dataset

• MNIST Handwritten digits

Model

• ANN
• created and trained in keras with tensorflow
• jupyter notebook present in MNIST-ANN-model folder

Model in browser:

• keras model exported using tensorflowjs
• model files present in tfjs_artifacts folder