minst-flutter-app

A flutter app that lets you experiment with a MNIST (28x28) tf-keras model in real-time!

Works over websockets, using the amazing Starlette web framework.

How to use this code?

1. Save model using model.save(mnist_model.h5)
2. Download model file to client/server/mnist_model.h5.
3. Deploy python server by running the following commands in the server/ directory (on a publically accessible server) -

pip install -e .
uvicorn --port <server port> server:app

3. Change serverUrl accordingly.
4. In the client/ directory, flutter run.

Thanks

Thanks to this medium article for the hand drawing canvas code.