franckyu / elixir-ml-digits

Computer Vision :: Digits recognition fullstack machine learning application using Nx, Axon, and LiveView :: MNIST dataset

Digits

Learning project to implement a fullstack machine learning application using Nx, Axon, and LiveView

The ML/AI stack

This app loads MNIST dataset and train a Nx/Axon model based on the original article from Fly.io: Recognize Digits Using ML in Elixir

The web app

To start your Phoenix server:

• Run mix setup to install and setup dependencies
• Start Phoenix endpoint with mix phx.server or inside IEx with iex -S mix phx.server

Now you can visit localhost:4000 from your browser.

Ready to run in production? Please check our deployment guides.

Learn more

• Official website: https://www.phoenixframework.org/
• Guides: https://hexdocs.pm/phoenix/overview.html
• Docs: https://hexdocs.pm/phoenix
• Forum: https://elixirforum.com/c/phoenix-forum
• Source: https://github.com/phoenixframework/phoenix