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Hands-On Machine Learning with Azure
book

Hands-On Machine Learning with Azure

by Thomas K Abraham, Parashar Shah, Jen Stirrup, Lauri Lehman, Anindita Basak, Ryan Murphy
October 2018
Intermediate to advanced content levelIntermediate to advanced
340 pages
7h 56m
English
Packt Publishing
Content preview from Hands-On Machine Learning with Azure

The Computer Vision API

This API provides tags for images based on various recognizable objects, living beings, actions, and scenery. After uploading an image or specifying an image's URL, the algorithm of the Computer Vision API comes up with tags that it identified in the image. This might include the main subject, the setting (indoor or outdoor), furniture, tools, plants, animals, accessories, and gadgets.

Let's take a look at an example image:

We send this to the API and get the output in JSON format. This will show us the tags and the confidence that is associated with each tag:

Tags

[

{ "name": "bench", "confidence": 0.999963641 ...

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Publisher Resources

ISBN: 9781789131956Supplemental Content