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Exercise: Annotate Dataset for Semantic Segmentation

Exercise: Annotate Dataset for Semantic Segmentation

Practice the image annotation for semantic segmentation.

In this lesson, you’ll get hands-on experience annotating a small image dataset for semantic segmentation with the CVAT annotation tool.

You’ll need to access a CVAT service, either running locally on your computer or through a third-party website.

Image dataset

The image dataset will be the three images below. You can take screenshots of the images and save them to your disk.

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Controllers 1
Controllers 1
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Controllers 2
Controllers 2
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Controllers 3
Controllers 3

Step-by-step annotation

After logging into the CVAT service, click the “Projects” tab. Click the “+” sign at the top right, then “Create a new project”:

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Creating a new project
Creating a new project

Enter the name of the project. You’ll be working with images of video game controllers, so name your project “Controllers.”

Click the “Add label” button to enter the object categories that you’ll annotate.

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Adding labels
Adding labels
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