imranhfu / model-deployment-flask Goto Github PK

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:

• Install pip and Python 3
• Clone this repository git clone https://github.com/elliebirbeck/model-deployment-flask.git
• Navigate to the working directory cd model-deployment-flask
• Install the Python dependencies pip install -r requirements.txt
• Run the API python api.py
• Open a web browser and go to http://localhost:8000