Analyze images and create custom image analysis models using Azure AI Vision
This course goes through all of the skills required for the Microsoft Applied Skills: Build an Azure AI Vision solution.
What you’ll learn
- Create a computer vision resource.
- Analyze images.
- Create a custom image analysis model.
- Train and evaluate the model.
- Consume a custom model.
Course Content
- Introduction –> 6 lectures • 9min.
- Creating a computer vision resource and analyzing images –> 6 lectures • 33min.
- Creating and training a custom image analysis model –> 5 lectures • 22min.
- Other AI Vision features –> 3 lectures • 20min.
- Analyzing images using C# –> 8 lectures • 55min.
- Analyzing images using a custom model using C# and Python –> 3 lectures • 15min.
- Congratulations for completing the course –> 2 lectures • 4min.
Requirements
This course goes through all of the skills required for the Microsoft Applied Skills: Build an Azure AI Vision solution.
This can also help with Microsoft AI-102 “Designing and Implementing a Microsoft Azure AI Solution” exam, with “Implement computer vision solutions”.
In this 2½ hour course we’ll cover the skills that you need for the Microsoft Applied Skills credential for Azure AI Vision.
The tasks that you need to perform to get this skill are:
- Create a computer vision resource and analyze images. We’ll create a computer vision resource in a free Azure subscription, and use it to analyze images. We’ll create captions and dense captions, looking at the results in text and in JSON format, before looking at other features.
- Create, train, evaluate and consume a custom image analysis model. After that, we’ll create a custom image analysis model. We will train it to recognise three different types of products, and then test it so that it can identify them in new photos.
- Programming in C#. Finally, we’ll find out how to analyse images in code. We’ll use Visual Studio and customise code to connect to both the computer vision and the custom image resources, and use them to analyse images and return the analysis.
We’ll go through several practical examples, so you can see how you can analyse your own images.
By the end of the course, you’ll be much more confident about using building an Azure AI Vision solution and perhaps even take the official Microsoft assessment. That would look great on your CV or resume.