Azure Custom Vision AI : From training to deploying the container export on the Azure Kuberenetes Service (AKS)

Introduction

Todays post will be the backend tour of “Frietjes-of-Niet” (translated from Dutch : “French-Frites-or-Not?”). A big part of the mission of Azure is about democratizing technology so it becomes accessible to organizations in order for them to achieve more. AI (Artificial Intelligence) is a key part of that vision.

 

End-to-End Flow

What will be the flow for today?

  • We’ll train a model to recognize fries
  • Next we’ll be exporting that model to be used as a container
  • Afterwards we’ll build that container
  • To end with deploying (and testing) it onto AKS

Sound cool? Let’s get to it..

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