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How Normal Am I? demonstrates facial-analysis bias in your browser. Learn about local processing, optional data sharing and unreliable scoring methods.

Hownormalami.eu

Updated: October 25, 2026

This is an educational art experience about algorithmic profiling, not a diagnostic, identity-verification or beauty-assessment service. Review its stated data choices before enabling a camera; no camera access or personal analysis was performed for this review.

Name How Normal Am I?
Overview How Normal Am I? is an interactive AI art project by Tijmen Schep, supported by the European Union’s SHERPA project. It demonstrates how facial-analysis models produce beauty, age, BMI, gender-category and expression estimates, exposing bias rather than measuring a person’s worth, identity or health. The creator says face processing runs locally in the browser. The life-expectancy display is not machine learning: it uses country tables and a BMI-based calculation that the creator describes as having little merit. Optional anonymous statistics may be shared at the end with permission.
Key features & benefits
  • Local Face Processing: The creator says face-analysis processing stays in the browser and personal face data is not sent to the server; optional anonymous statistics are a separate choice.
  • Beauty & Age Prediction: See model-generated beauty scores and age guesses as a demonstration of bias, not objective personal assessments.
  • BMI Estimation: Demonstrates an unreliable facial estimate; it is not a measured BMI or a medical assessment.
  • Gender and Emotion Recognition: Demonstrates model-assigned appearance and expression categories, not reliable knowledge of gender identity or inner feelings.
  • Privacy First: Optional sharing of anonymous statistics helps update comparison averages. This is the creator’s stated data practice, not an independent privacy or security audit.
  • Awareness Raising: Exposes bias and ethical concerns in AI systems.
  • Accessible: Browser-based and requires camera permission; the site specifically instructs iPhone/iPad users to use Safari. Universal browser compatibility was not tested.
Use cases and applications
  • Educational workshops on AI ethics
  • Raising public awareness about algorithmic bias
  • Art exhibitions focusing on digital identity
  • Interactive talks or debates on machine learning and privacy
  • Personal experimentation to understand how machines “judge” faces
Who uses?
  • Students and educators in AI ethics
  • Artists and digital creatives
  • Privacy and data rights activists
  • General public curious about AI and fairness
  • Policy makers and researchers in digital ethics
Pricing Free browser experience, developed with EU SHERPA support. Free access does not by itself grant rights to reuse all third-party images or other material.
Tags AI art, face recognition, digital ethics, privacy, algorithmic bias, interactive project, AI bias education
App available? No standalone app. Only available as a browser-based experience (requires camera access).

Sources: Project, data choices and model sources; Creator’s press information.

Image context: The existing navy-and-orange “How Normal Am I?” promotional graphic identifies the art project. It is not an image generated from a visitor’s camera or a personal assessment performed for this article. Its capture date is unknown.

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