HTML Canvas that lets you draw numbers and classify them in realtime with tensorflow.js and Angular. Model is trained using the Mnist dataset library from keras.
View python code and Keras model in the train folder.
To run the site locally, clone the repository and run this code in the directory:
npm install
ng serve
This requires Node.js and Angular to be installed. Additionally the published site can be found on the web here: https://djdcann.github.io/EAIProject/
- Mnist data: http://yann.lecun.com/exdb/mnist/
- Angular Firebase walkthrough: https://angularfirebase.com/lessons/tensorflow-js-quick-start/