'Deploying machine learning models with a Flask API' tutorial, written for HyperionDev
Source code for the tutorial 'Deploying a machine learning model with a Flask API' written for HyperionDev.
In this tutorial we take the image classification model built in model.py
which recognises Google Street View House Numbers. Using Flask to create an API, we can deploy this model and create a simple web page to load and classify new images.
To run locally:
git clone https://github.com/elliebirbeck/model-deployment-flask.git
cd model-deployment-flask
pip install -r requirements.txt
python api.py
http://localhost:8000