RaphaelMeudec / keras-flask-api

A Flask API to handle Keras models

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Keras Flask API

A Flask API to handle Keras models

To-do

  • Create Dockerfile for Flask app
  • Create a basic POST route with a pre-loaded Keras model
  • Create a basic front-end for the app
  • Create an nginx conf
  • Deploy to an EC2 instance
  • Automate deployment
  • Add React front-end
  • Execute predictions on queue of elements instead of each POST request
  • Run server on a GPU instance
  • Try stress tests
  • Update README

About

A Flask API to handle Keras models

License:MIT License


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Language:Python 86.0%Language:Dockerfile 11.4%Language:Makefile 2.6%