/tags/docker/ Recent content in docker on Mari Galicer. Hugo -- gohugo.io en-us Fri, 08 Mar 2019 08:19:24 +0000 /posts/deploying-ml-flask-docker/ Fri, 08 Mar 2019 08:19:24 +0000 /posts/deploying-ml-flask-docker/ The code for this project - excluding the model and training data, both of which are too big to upload - can be found on my Github. It’s common to hear how powerful machine learning models are, but courses and tutorials usually stop short of showing you how to use them in real life. Here, I want to talk about how I was able to train and export an image classification model and set it up in a small web app using Flask, Twilio, and Docker, so that anyone can text images to the model and have them return a classification.