A LUT like file that can transform an image into another at runtime?

lansing · 29th November 2021, 08:55

Since AI upscale is actually a thing now, is there a way for one person to save the upscaled result into a LUT like file, and then another person to reproduce the same result using the file without running the long upscaling process again, given that they have the same source clip?

Yomiko · 29th November 2021, 12:14

That's where we encounter the curse of dimensionality and turned to deep learning.

Dogway · 29th November 2021, 15:38

Save the difference of AI clip to standard resizer clip into a new clip and send that to apply, this is similar to a "diff" file.
I don't think a LUT file can make it since AI depends on convolutions where more than one pixel is involved for the output pixel.

29th November 2021, 08:55	#1 \| Link
lansing Registered User Join Date: Sep 2006 Posts: 1,657	A LUT like file that can transform an image into another at runtime? Since AI upscale is actually a thing now, is there a way for one person to save the upscaled result into a LUT like file, and then another person to reproduce the same result using the file without running the long upscaling process again, given that they have the same source clip?

29th November 2021, 15:38	#3 \| Link
Dogway Registered User Join Date: Nov 2009 Posts: 2,361	Save the difference of AI clip to standard resizer clip into a new clip and send that to apply, this is similar to a "diff" file. I don't think a LUT file can make it since AI depends on convolutions where more than one pixel is involved for the output pixel. __________________ i7-4790K@Stock::GTX 1070] AviSynth+ filters and mods on GitHub + Discussion thread

29th November 2021, 12:14	#2 \| Link
Yomiko Registered User Join Date: Aug 2021 Posts: 73	That's where we encounter the curse of dimensionality and turned to deep learning.