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If it's jsut upsampling you could do that with PIL/Pillow, after saving the output image.

Not if you want photos of how responsive layouts behave at higher resolutions.

Which is why the parents specifically are just talking about upsampling the image, though

I want it rendered at the higher resolution, not upsampled from a lower-resolution image. Should have made that more clear.