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In this video tutorial, the presenter introduces the process of running Optical Character Recognition (OCR) using OpenCV. They outline the project, which involves creating a registration form that requires users to input their name, phone number, and acknowledge their "awesomeness" via a checkbox. The tutorial will cover working with both text inputs and checkboxes, utilizing feature detection to align images effectively. The presenter mentions that they will demonstrate how to detect features and match them, along with showing examples of completed forms. A blog post related to the project is also forthcoming.