Images aren’t arbitrary collections of pixels -they have complicated structure, even small ones. That’s why it’s hard to generate images well. Let me give you an idea:
3×3 gray images represented as points in ℝ⁹ lie approximately on a 2-D manifold: the Klein bottle!
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