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In this YouTube tutorial, the presenter discusses how to extract images from a PDF file using Python and the PyPDF package. They demonstrate how to extract specific images, such as a signature and a personal photo, from a sample PDF file. The method shown will extract all images present in the PDF, so the presenter explains how to specify the images to be extracted. The process involves creating a variable for the file name, in this case "sample.pdf," and opening the PDF file to extract the desired images.