Intro

This is the sample code used inthe blog post:

Prerequisites

Ensure you have LFS installed so you can also get the fully-trained GIT model from Microsoft.

Then, initialize LFS:

git lfs install

Build Docker image

You will need your own Azure Container Registry to do this. Substitute the names below as required:

docker build . -t option40.captionizer
docker tag option40.captionizer o4images.azurecr.io/option40.captionizer:latest
docker push o4images.azurecr.io/option40.captionizer:latest

Run the Docker Image

docker run -p 8000:8000 option40.captionizer

Once this is running, send a request to it like this:

GET http://127.0.0.1:8000/captionize?url=https://option40.com/uploads/pexels-photo-4968660.jpeg

Response: "a woman holds up a fan of money that says \" 20 cents \"."

Publish the Docker image to an Azure Container app

See the content of IAC file