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The video tutorial compares an uncompressed image using 46 megabytes to a compressed JPEG using 4.1 megabytes, demonstrating the significant difference in file size. It discusses the JPEG algorithm's ability to compress images to a fraction of their original size while maintaining image resolution and quality. The tutorial highlights the prevalence of JPEG format in digital images and the importance of understanding compression algorithms like JPEG and video compression algorithms like h.264.