4.38 out of 5
4.38
4 reviews on Udemy

Microsoft Applied Skills: Build an Azure AI Vision solution

Analyze images and create custom image analysis models using Azure AI Vision
Instructor:
Phillip Burton
40 students enrolled
English
Create a computer vision resource
Analyze images
Create a custom image analysis model
Train and evaluate the model
Consume a custom model

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.

Introduction

1
Introduction
2
Welcome to Udemy
3
How to get the best out of your Udemy course
4
Do you want auto-translated subtitles in more languages?
5
Curriculum
6
Resources

Creating a computer vision resource and analyzing images

1
Creating an Azure account, and exploring Azure interface
2
Creating a Computer vision resource
3
Adding captions and dense captions to images
4
Other Image Analysis models
5
Practice Activity 1
6
Practice Activity 1 - The Solution

Creating and training a custom image analysis model

1
Creating a Custom Vision Resource
2
Creating a custom image analysis model
3
Training, evaluating and consuming the custom model
4
Practice Activity 2
5
Practice Activity 2 - The Solution

Other AI Vision features

1
Face detection
2
Video analysis
3
Create a custom image analysis model in Vision Studio

Analyzing images using C#

1
Downloading Visual Studio Community
2
Creating a new project, looking around VS, and downloading a NuGet package
3
Investigating the ImageAnalyzer
4
Implementing the ImageAnalyzer in C#
5
Investigating the ImageAnalyzerResult
6
Implementing the ImageAnalyzerResult object in C#
7
Analyzing images using C#
8
Using the ImageAnalyzer and ImageAnalyzerResult in Python
9
Using C# in Visual Studio Code

Analyzing images using a custom model using C# and Python

1
Using Custom Models in C#
2
Using Custom Models in Python
3
Deleting unneeded resource groups

Congratulations for completing the course

1
What's Next?
2
Congratulations for completing the course
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
4.4
4.4 out of 5
4 Ratings

Detailed Rating

Stars 5
1
Stars 4
2
Stars 3
1
Stars 2
0
Stars 1
0