I know that currently AI is the hot topic, but if you want to generate pictures of well-known objects like humans, why not just render a 3D model of a human? Something like Poser (the software) is way more efficient than any GAN or diffusion model.

But Poser is 28 years old now, I guess it doesn't attract sweet VC money.