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Try Cognitive Services' Custom Vision Service

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by Kohei Akiyama
2 min read

Try Cognitive Services' Custom Vision Service
Translated from 日本語 • View original

This is Akiyama, an engineer.

In Japan, the second day of de:code is attracting attention to various services.

This time, we summarized the steps to try out the Custom Vision Service announced at Build2017 the other day.

Custom Vision Service Overview

Open the Custom Vision Service page directly or click Try Custom Vision Service from the Azure Custom Vision Service page .

Currently, there is no usage fee, perhaps because of the preview period.

Making a Classifier

Sign in to the Custom Vision Service.

Unlike the Azure portal, it is authenticated only for Microsoft accounts.

When you log in, a simple page opens with just a list of projects.

projects

Create this classifier in New Project.

new-project

Next, register the image.

add-images

You need to register at least 5 tickets here. The number of patterns in the image leads to accuracy, so it's a good idea to have a variety of images.

select-images

Tag the image. This tag means that it is the training data.

add-tags

Repeat the image registration as many tags as you want to determine to create the correct answer data.

Once you have enough data, start learning in Train.

train

This completes the AI just for you. Thank you for your hard work.

Verification

To try it out, upload an image from Quick Test.

quicktest

result

You can see that the accuracy is coming out.

Afterword

Until now, the image recognition provided by Cognitive Services was limited to general-purpose applications, and if we were to work with industry-specific objects, would we implement machine learning ourselves? It was a situation. Custom Vision is just the right service to fill this gap. Let's take advantage of it.

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