Man i'm such a dummy. I didn't even think about using other forms of visual info, ie feature maps, as an input into your final NN.
You could even do a simple edge detection filter and then turn that into a vector based descriptor for a resolution independent description of edges.
I guess thats how you get nice clean edges on your upscaled image.
I wonder what other kinds of feature maps they could/would be using as inputs into the upscale process.
It's a real pity they have any access to an Engine level depth map, which would be super useful for this stuff
I guess they could generate it, but no where near as accurate.
You could even do a simple edge detection filter and then turn that into a vector based descriptor for a resolution independent description of edges.
I guess thats how you get nice clean edges on your upscaled image.
I wonder what other kinds of feature maps they could/would be using as inputs into the upscale process.
It's a real pity they have any access to an Engine level depth map, which would be super useful for this stuff
I guess they could generate it, but no where near as accurate.