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There is a significant difference in file size between an uncompressed image (46MB) and a compressed JPEG image (4.1MB). This video tutorial will explore the JPEG algorithm and how it can compress images while maintaining high quality and resolution. The importance of this algorithm is highlighted by the fact that most digital images (86%) are saved in the JPEG format. Additionally, video compression algorithms like h.264 will be discussed.