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Showing results for tags 'neural networks'.
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This is about video, but the results will surely filter down to our department(s): Engineers are teaching upscalers to recognize different kinds of scenes, and fill in missing pixels by using neural networks. Samsung is trying to build this AI into consumer sets. TV Tech article. Ultimately of course this depends on the quality of the AI training. But low-cost engines are getting faster, and there's a lot of training capacity available. So it's sure to grow. Here's the thing: if this becomes the standard in a few years, and content providers start using more compression to save money, because they know the viewers have AI upscaling... it'll be almost impossible for a director to come up with a new look for a show! Once a show goes into distribution, if consumer sets haven't been trained for that look, the sets will force the new footage to match something they already know! Think of it as 'mandatory auto-tune' wrecking all the great jazz singers of the past...