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Important Limitation
The Penis Project cannot magically recall or delete copies of this dataset once they have been downloaded by third-party researchers.
Optional Hardware Tags
To make your submission 10x more useful to researchers, take 30 seconds to tag your hardware. Attach tags to your ID or just close the window.
Don't overthink it. The AI needs all of these to learn spatial reasoning.
Pick the closest match using the 10-point Monk Skin Tone scale.
1 = Very Light. 10 = Deepest Brown.
This helps the model learn that human variation isn't a glitch.
The AI needs to understand how different body types affect anatomical presentation.
Build
Strictly speaking, self-reported size is mathematically useless to the AI without a ruler in the photo.
Help us map real human variation to the words people actually use in prompts.
Help Patch The Blind Spot
This dataset only works if it reflects actual human diversity, not just the first fifty guys who found this site. We need more hardware to fix the algorithm. Send this project to a friend who believes in open-source biology.
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This website is not intended for underage audiences even though the content itself is not explicit.
This is a proof of concept meant to start a discussion.