Still vastly underused in image to image to this day and I don't understand why: Unets and self-attention. I keep seeing papers come out that have obvious problems that could be solved using these two simple things!
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Oh that is quite interesting, I wouldn’t have thought that ResNet would be better than EfficientNet, especially B3 or B4
Yeah me neither. To be clear- we actually made a working mobile model with B4 so it does work. It's just quite disappointing honestly relative to what you'd think you'd get out of it based on benchmarks.
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Mmm I've just tried b5 and it actually did better than a ResNet-50 by a tiny margin, but it was just one test, it doesn't have statistical significance. For sure it's more memory-hungry, so efficiency lies somewhere else :)
Thanks. Twitter will use this to make your timeline better. UndoUndo
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