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Humans of Z-Image: Races, Cultures and Geographical descriptors as understood by Z-Image

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Nov 29, 2025

(Updated: a month ago)

Humans of Z-Image: Races, Cultures and Geographical descriptors as understood by Z-Image

Want some more variety in your Z-Image people? This project is a reference for a mix of racial, cultural, and geographic groups as imagined by Z-Image. It's not intended as an exhaustive list, and I focused on terms terms that would give visually distinct results, but there is a lot of overlap in the results.

peopletypes_run1_OUT.jpg

peopletypes_run2_OUT.jpg

Keep in mind these images do not represent the reality of the people being described, but rather how the AI has been trained to think of them when no other descriptions are given. Apologies to anyone who belongs to a group that has not been included, I'm not deliberately excluding anyone but a reference like this will never have full coverage.

Prompt used:

casual photo of a @@ woman standing next to a @@ man.  

slate gray seamless paper backdrop
A flowing ribbon banner with black outline title at the top of the image. Text: "@@"

A comfy UI generated the images by replacing @@ with a term from a list. Images were rendered at 888x1184, assembled into a grid then resized by 50% to make the resulting file more manageable. There are a few typos in the banners, but it should be clear what the original term was.

Model used: Z-Image-Turbo_bf16

Clip used: Qwen-3-4B-Q8_0

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