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Joseph from Roboflow demonstrates how to label images for computer vision using the free and open-source Computer Vision Annotation Tool by Intel. By creating bounding boxes, object detection can be effectively done. The tutorial shows images captured from a drone, with docks, lifts, and boats, to train a model for recognition of specific objects like boats, jet skis, lifts, and docks.