pabloum/CustomVisionPOC

Custom Vision PoC

About

This is a Proof of Concept (PoC) for an image recognition software. The model was trained to identify cars.

I followed these 2 tutorials from Microsoft:

• Create Custom View Tutorial
• Azure IotEdge Service

Other useful tutorials followed

• Provision Linux device with symetric keys
• Tutorial develop for linux

Technologies used:

• Custom Vision AI
• Azure IoT Hub
• Python
• Docker

How to run it

1. Create an Azure IotEdge Device on a Linux device.
2. Build and push the images to your Azure Container registry (this step does not require Linux).
3. Then deploy the images on the IotEdge device.