February 2024
Intermediate to advanced
630 pages
13h 44m
English
Content preview from .NET MAUI Projects - Third Edition
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12
Hot Dog or Not Hot Dog Using Machine Learning
In this chapter, we will learn how to use machine learning to create a model that we can use for image classification. We will export the model as an Onnx model that we can use on all platforms – that is, Android, iOS, macOS, and Windows. To train and export models, we will use Azure Cognitive Services and the Custom Vision service.
Once we have exported the models, we will learn how to use them in a .NET MAUI app.
The following topics will be covered in this chapter:
- Training a model with Azure Cognitive Services and the Custom Vision service
- Using Onnx models for image classification using ML.NET
- Using custom routes in .NET MAUI for navigation
Technical requirements
To be able to complete ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.