Ethnic Erotic
@ethnicerotic.com
AI image generation grounded in real anthropological data. 484-group ethnic catalog, 21-category phenotype atlas, open dataset for researchers. CC-BY 4.0 on HuggingFace.
We looked at 21 text-to-image models and wrote down what the vendors don't put side by side: price per image with the source, what each one does with an adult prompt (some refuse, some quietly hand back a clothed image and charge you), and the published bias findings.
ethnicerotic.com/generators
ethnicerotic.com/generators
September 8, 2026 at 3:54 AM
We looked at 21 text-to-image models and wrote down what the vendors don't put side by side: price per image with the source, what each one does with an adult prompt (some refuse, some quietly hand back a clothed image and charge you), and the published bias findings.
ethnicerotic.com/generators
ethnicerotic.com/generators
Every image model has a default human. Ask for a person and you get some version of the same face forever.
These four came from a dataset built to break that: 1,779 ethnic groups, 196 phenotype traits, real structure instead of vibes.
Free, CC BY 4.0.
huggingface.co/EthnicErotic
These four came from a dataset built to break that: 1,779 ethnic groups, 196 phenotype traits, real structure instead of vibes.
Free, CC BY 4.0.
huggingface.co/EthnicErotic
August 16, 2026 at 3:49 AM
Every image model has a default human. Ask for a person and you get some version of the same face forever.
These four came from a dataset built to break that: 1,779 ethnic groups, 196 phenotype traits, real structure instead of vibes.
Free, CC BY 4.0.
huggingface.co/EthnicErotic
These four came from a dataset built to break that: 1,779 ethnic groups, 196 phenotype traits, real structure instead of vibes.
Free, CC BY 4.0.
huggingface.co/EthnicErotic
Released a public dataset of 5,668 per-image phenotype observations across 239 ethnic groups. Public-domain Wikipedia photos analyzed via Claude vision into 14 structured fields (Fitzpatrick, hair, eyes, epicanthic fold, confidence). Pipeline open-source. CC-BY
4.0.
DOI: doi.org/10.5281/zeno...
4.0.
DOI: doi.org/10.5281/zeno...
May 7, 2026 at 10:26 PM
Released a public dataset of 5,668 per-image phenotype observations across 239 ethnic groups. Public-domain Wikipedia photos analyzed via Claude vision into 14 structured fields (Fitzpatrick, hair, eyes, epicanthic fold, confidence). Pipeline open-source. CC-BY
4.0.
DOI: doi.org/10.5281/zeno...
4.0.
DOI: doi.org/10.5281/zeno...