Neural networks increase video resolution

Because of the lack of information, it is impossible to make it available, but you can make an assumption what was the missing information. In Yandex, they created a DeepHD technology that enhances video resolution based on a neural network that uses computer vision.
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For the training of the neural network, a lot of HD videos and their copies, re-edited to low resolution, were used.
Now DeepHD or dHD is a fully automatic program that can increase the resolution of real-time video, for which one NVIDIA Tesla V100 video card is enough.
Here is the result of the program.
https://www.youtube.com/watch?v=ainlhiNn0Yk
You can see how the DeepHD technology changes the picture of old films in this article.
Unfortunately, Yandex still does not allow anyone to use the algorithm, and it would be interesting to process their videos with it.
Only a few cartoons and old Soviet films (for example, The Fate of a Man) are available in dHD.
Details about the technology can be read here and here.
© 2018, Alexey Nadyozhin
The main theme of my blog is technology in a person’s life. I write reviews, share experiences, talk about all sorts of interesting things. And I also make reports from interesting places and talk about interesting events.
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