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Yes. It's interesting that imposing what are essentially 2d invariance constraints leads the network to learn what we regard as 3D concepts.


There are some interesting 2d things our eyes do for 3d. If something is on the ground, half is above the horizon and half is below. Parallax is a 2d phenomenon.




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