Keras-rest-server: A simple rest implementation for loading and serving keras models

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About:

This repository contains a very simple server implemented in flask which loads a a simple neural network model trained using Keras from its saved-weights and model.

In this example a very simple case of XOR is considered.

Getting started:

Clone this repository

git clone https://github.com/ansrivas/keras-rest-server.git
cd keras-rest-server
sudo pip install -r requirements.txt

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Run to generate pickle files:

python createpickles.py

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Run the server (defaults to http://localhost:7171)

python server.py

Send a post request to this server to test your model

python client.py