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In this tutorial, we will explore the annotation tool called Label Me, which is open source and available on GitHub. It can be used for object detection, semantic segmentation, and panoptic segmentation for images and videos. You can develop advanced labels for objects with various features and utilities. To install Label Me, simply open your terminal and install it in your virtual environment. More details and usage instructions are provided on the GitHub page of the tool.