Reader small image

You're reading from  Learning Microsoft Cognitive Services, - Third Edition

Product typeBook
Published inSep 2018
Reading LevelBeginner
PublisherPackt
ISBN-139781789800616
Edition3rd Edition
Languages
Right arrow
Author (1)
Leif Larsen
Leif Larsen
author image
Leif Larsen

Leif Larsen is a software engineer based in Norway. After earning a degree in computer engineering, he went on to work with the design and configuration of industrial control systems, for the most part, in the oil and gas industry. Over the last few years, he has worked as a developer, developing and maintaining geographical information systems, working with .NET technology. Today, he is working with a start-up, developing a brand new SaaS product. In his spare time, he develops mobile apps and explores new technologies to keep up with the high-paced tech world. You can find out more about him by checking out his blog, "Leif Larsen", and following him on Twitter (@leif_larsen) and LinkedIn (lhlarsen).
Read more about Leif Larsen

Right arrow

Building your own image classifiers


The Custom Vision service allows you to build your own image classifiers. There might be cases where you require special images to use the image APIs. Such cases may be from a factory, where the equipment you need to recognize is not very available. You can start to build a prototype, using as little

Building a classifier

To build a classifier, you will need to create a new project. Doing so will allow you to specify what category the images will be in. You will also select the classification type and project type.

Moving on, you will need to upload images. This can be done through the web page or through a REST API. All images must be tagged so that the classifier will recognize similar images later.

Once all images (at least 50) are uploaded, you must train your model. Once the training is complete, you will be presented with a precision percentage per tag. This is a measurement of the accuracy of the model.

Improving the model

On the website, you can test...

lock icon
The rest of the page is locked
Previous PageNext Page
You have been reading a chapter from
Learning Microsoft Cognitive Services, - Third Edition
Published in: Sep 2018Publisher: PacktISBN-13: 9781789800616

Author (1)

author image
Leif Larsen

Leif Larsen is a software engineer based in Norway. After earning a degree in computer engineering, he went on to work with the design and configuration of industrial control systems, for the most part, in the oil and gas industry. Over the last few years, he has worked as a developer, developing and maintaining geographical information systems, working with .NET technology. Today, he is working with a start-up, developing a brand new SaaS product. In his spare time, he develops mobile apps and explores new technologies to keep up with the high-paced tech world. You can find out more about him by checking out his blog, "Leif Larsen", and following him on Twitter (@leif_larsen) and LinkedIn (lhlarsen).
Read more about Leif Larsen