Can Omniverse Replicator generate 2D images, such as synthesized patterns of cats and dogs?

I noticed in examples that Omniverse Replicator is primarily used for 3D data synthesis, such as applications in robotics and real-world object recognition. It is also described as a tool connecting the real and virtual worlds.

Could someone clarify if Omniverse Replicator can achieve impressive 2D image synthesis effects similar to StyleGAN?
For example, can it synthesize features like spots or other modifications on cats and dogs?

Thank you!

The primary focus of Replicator, like all of Omniverse is in realistic 3D worlds, not 2D.

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