Microsoft Azure Cognitive Services: Custom Vision API

The Custom Vision Service is a machine learning algorithm, provided as a service, supporting image classification for the subject of your choice. This course will show you how to train a model and to integrate it into a variety of applications.
Course info
Level
Beginner
Updated
Nov 7, 2018
Duration
1h 32m
Table of contents
Course Overview
Introducing the Custom Vision Service
Building and Training a Custom Vision Service Model
Working with the Custom Vision Service Prediction API
Working with the Custom Vision Service Training API
Using a Custom Vision Service Model Offline
Description
Course info
Level
Beginner
Updated
Nov 7, 2018
Duration
1h 32m
Description

The Microsoft Cognitive Services, hosted in Azure, provides a range of APIs that support developers in integrating artificial intelligence (AI) features within their applications. In this course, Microsoft Azure Cognitive Services: Custom Vision API, you will gain the ability to work with the Custom Vision Service, understand its benefits and limitations, create, train and improve an image classification model, and work with it within a range of applications. First, you will learn about the problem of image classification that the Custom Vision Service is designed to solve, and how you can create a model for image recognition dedicated to your subject of interest. Next, you will discover via the service APIs how you can integrate image prediction and model training functionality into your own web applications. Finally, you will explore how to export the model for use in offline contexts, such as within a desktop application or embedded in a mobile app. When you are finished with this course, you will have the skills and knowledge of working with the Custom Vision Service needed to develop and use your own classification models to provide image recognition.

About the author
About the author

Andy is a developer and architect, working at a digital agency with a primary technical focus on using .Net and Azure to deliver solutions for clients. Future interests include, .Net, Azure, Azure Functions, Bot Framework, Alexa, Umbraco, Sitecore, and EPiServer.