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In this video tutorial, you will learn how to detect text in images, including individual characters and words, and how to place bounding boxes around them. The tutorial also covers how to detect only digits. The presenter uploads videos on a weekly basis and encourages viewers to subscribe and like the video if they find it useful. To get started, the tutorial suggests heading to the tesseract documentation to find installation methods for different operating systems such as Linux, Debian, Raspbian, Mac OS, and Windows. For Windows, you can download the binaries from the downloads page and click on the Windows installer. Remember to know where you saved the file after downloading it.