Here's another round of colorizations using my latest unreleased DeOldify model. Photos are again from Reddit's r/TheWayWeWere (great source!)pic.twitter.com/bKwZsXVYTO
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I'm guessing that the answer is no given that DL is such a black box, but I'm curious to have your take on it. (2/2)
1/ Well actually have had a similar line of thinking in that I believe building in a semantic embedding layer much like what was done in the DeVise paper years ago might help quite a bit. https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/41473.pdf …
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2/ Now that would be semantic information like "this thing is usually red" and combined with "this thing that you've never actually seen has this part and this part that you do know so it's most likely this thing".
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3/ But I think you could maybe capture optics rules of thumb into that same embedding space too (maybe...?). Same basic line of thinking though. Dislcaimer: This is all speculation at this point and there's a good chance I'm wildly off base here.
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