IoT, AI and edge computing bring a huge potentials for businesses. But how to do it. This session will show how simple it is to build a classification model based on Azure Custom Vision and to deply it to Azure IoT Edge.

Using Lego Star Wars minifigures as object to be classified and a Raspberry Pi as Edge device the session will cover the steps to take to get the minfigures identified via a webcam attached to the Raspberry Pi.

The goal of the session is to address that creating models and deploying them into a solution can be done to a certain level by developers without the help of data scientists or machine learning experts.

Technologies covered in the session:
- Azure Custom Vision
- Azure IoT Edge
- Azure Container Registry
- Azure IoT Hub
- OpenCV
-Visual Studio Code (+ needed extensions)

If time allows it, deploying the same solution to industrial hardware can be shown.