There is a difference between upscaling and what we call native resolution. Some AI upscaling approaches work in real-time and some do not. The word “upscale” generically means “to improve the value or quality of something.” In the video and PC space, it’s almost always a reference to increasing the effective resolution of a piece of content. Upscaling technology is now built into a variety of consumer devices you can purchase and there are software packages available for video editing as well. In addition to invalidating several decades worth of nerd complaints about how looking at the screen and saying "Enhance" does absolutely nothing, it's now possible to upscale video dramatically and improve overall quality in the process. Over the last five years, video and image upscaling - the process of turning a lower-resolution video or photo into a higher-resolution image - has gone from the realm of research papers and tech demos to commercial products.
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