A festive introduction to Computer Vision with Azure Custom Vision
The session “A festive introduction to Computer Vision with Azure Custom Vision” presented at the Yearly Edu Summit – Fall 2021.
Yesterday I had a wonderful time speaking at Global AI Developer Days Greece. My presentation was about how to build an automated workflow for image classification without using code with Azure Custom Vision and Logic Apps. I talked about AI and Computer Vision, explained the concept of Transfer Learning, and showed how Azure Custom Vision and Logic Apps work.
The session
Learn how to create an automated workflow for image classification without using code with Azure Custom Vision and Logic Apps! In this session, you will be introduced to Azure Custom Vision, an Azure Cognitive Services service that lets you build and deploy your own image classification and object detection models. Next, we will integrate our custom trained AI model into an application using Logic Apps, a cloud platform where you can create and run automated workflows.
What you will learn in this session:
- Understand the concept of AI, Computer Vision, and Transfer Learning.
- Use the pretrained machine learning models in Azure Custom Vision.
- Build an image classification model using the Azure Custom Vision web portal.
- Learn how Azure Logic Apps works.
- Build a Logic App to consume a Custom AI model.
About Global AI Developer Days Greece
This month we organized Global AI Developer Days Greece, an online event focusing on Azure and AI technologies. The event was held as part of an international event coordinated by the Global AI community.
Self-paced learning from Microsoft Learn
- Microsoft Azure AI Fundamentals: Explore computer vision
- Build automated workflows to integrate data and apps with Azure Logic Apps
Learning resources
Recently I published a series about how to use Custom Vision and Azure Functions to create a serverless API for image classification.
- Serverless image classification with Azure Functions and Custom Vision – Part 1
- Serverless image classification with Azure Functions and Custom Vision – Part 2
- Serverless image classification with Azure Functions and Custom Vision – Part 3
- Serverless image classification with Azure Functions and Custom Vision – Part 4
The series was also featured on the Educator Developer Blog – Microsoft Tech Community.
