Dataset Management#

Dataset, in the context of AI, is the media (images and videos) with accompanying annotations used for training purposes. In this section, you will learn how to work with datasets in the Intel® Geti™ platform. You will learn how to

  • upload, browse, and sort the media

  • edit and view labels

  • check on your annotation progress

  • check accuracy of the model you train and other statistics

Hint

It is very important to understand what a dataset in machine learning is, how to collect the data, and what features a proper dataset has. Refer to building a good dataset section for more details.

In the Intel® Geti™ platform, the Dataset screen has two tabs:

  • Media tab, where you can upload, browse, sort, and delete the media.

  • Annotations Statistics tab, where you can see your annotation progress, accuracy of the model you train, and other statistics.

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From this screen, whether you are in the Media or Statistics tab, you can start annotating by clicking the Annotate button.