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In this tutorial, the speaker introduces 10 annotation tools for computer vision, focusing on object detection. The tools are recommended based on personal experience, subscriber suggestions, and input from individuals using commercial products. The goal is to help users detect objects in images or videos using methods like mask or CNN. The speaker compiled the list of tools after receiving feedback from subscribers and friends with experience in this area.