simple-mlops

A simple web-app that allows you to test the MNIST dataset accuracy on a pre-trained model from the ml subfolder.

Build and run locally

You should clone this repo and run:

docker-compose up

in the root of the project if you want to build and run the project locally.

Build and run from public DockerHub

You should run the docker compose script:

docker-compose up

from the www subfolder of the project.

Features

• Login, Logout, Register, Forgot password (Authentication)
• Basic ML server using Flask
• MNIST photo upload

Stack

React.js, Node.js, Python, Flask, Pytorch

Screenshots