Deploying your ML model with Flask and Heroku

I gave a tutorial to the SharpestMinds community this week on Flask and Heroku that proved useful. So I edited it and uploaded it.

I essentially live code a basic web app from scratch to host an image classifier. It is scrappy and cuts a few corners, but the result is a working MVP.

I think this should be helpful for folks familiar with machine learning but want an intro to web development. Hoping this will be the first in series of tutorials on productionizing machine learning code.

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google photo

You are commenting using your Google account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s