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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.

out

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
  1. Change serverUrl accordingly.
  2. In the client/ directory, flutter run.

Thanks

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

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