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Introduction
In this article, we are going to create Microsoft Azure Cognitive Service Face API in half an hour. Microsoft Azure Cognitive Services are set of APIs and Services available for the developers to make their applications more interactive and intelligent. This was formerly known as Project Oxford. Here Microsoft uses Machine Learning in the background to create these APIs. So far we have the preceding list of APIs.
- Emotion and video detection
- Facial Recognition
- Speech Recognition
- Vision Recognition
- Speech and language understanding
Prerequisites
- Azure Subscription
- Visual Studio
If you don’t have any Azure subscription, please sign up for a subscription here.
Download the source code
You can always download the source code used for this video from here
Create the Face API in Azure portal
To know how to create a Face Recognition API in Azure portal, please see the video preceding.
Add reference of Microsoft.ProjectOxford.Face to your project
Before we start coding, please make sure that you add the reference of Microsoft.ProjectOxford.Face from NuGet package manager.
Using the code
To get started, open your Visual Studio and create a new WPF application.
Add Image and button control to MainWindow.xaml
<button></button>
Create an instance of IFaceServiceClient
If you are selecting the location as Southeast Asia while creating the Face API in portal, it is mandatory to use the second parameter, that is, your end point.
Load the image to image control
Detect the faces count
Draw the rectangles in faces found
Output
Now run your application and upload an image, it can be a single picture or a group picture.
Check the statistics in Azure portal
If everything goes fine, you will be able to see the statistics in your Azure portal as preceding.
To Do
If you would like to compare the images or identify the person in an image, please read the documentation here Face identifying and comparing with Azure Face API
Conclusion
Did I miss anything that you may think which is needed? Could you find this post as useful? I hope you liked this article. Please share me your valuable suggestions and feedback.
Your turn. What do you think?
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Kindest Regards
Sibeesh Venu