How do I use ML as a service?

[markovbling (alex)]

hey!

I’ve seen a few people asking questions like this so I just posed some code that I wrote to wrap the CNN from lesson 2 as a simple flask app that lets the user upload an image, the model predicts class probabilities, then the user sees the result on the next page.

You can find it here:

Cats vs Dogs "as a service" (python Flask wrapper for CNN)

Hey guys, I’ve seen a few threads with people asking how to turn a model into an API. I did this recently for the “cats vs dogs” fine-tuned VGG CNN from lesson 2 and thought it might help some people if I share my code I can’t upload a zip so I put the code on my github here: Essentially it’s just a simple Flask server that allows you to upload an image and then that image gets fed through the predict function and the results are returned to another page as JSON. To handle concurre…

Cheers!