Get your personalized beauty score (1–10) based on 10+ facial proportion metrics — canthal tilt, golden ratio, facial thirds, jaw symmetry, and more. Completely private. Runs in your browser.
Upload a clear, front-facing photo. No makeup required.
or drag & drop here
Can AI Truly Measure Beauty Accurately? Golden Ratio Science vs Reality
How canthal tilt, IPD normalization, and facial thirds calculate aesthetic harmony objectively.
AI Face Age Detector Accuracy Benchmark: 120 Faces Tested
Empirical comparison across 5 vision algorithms: MAE error by age group, lighting and angles.
Is AI Face Shape Analysis Accurate? The Science of Facial Geometry
Why smartphone lens distortion skews face shape detection and how 478 landmarks solve it.
How Accurate Are AI Face Age Detectors? The Real Science
Apparent vs biological age: 4 environmental factors that alter your selfie results.
We use Google MediaPipe's 478-point facial mesh and normalize every measurement by your Interpupillary Distance (IPD) — a technique rooted in classical facial anthropometry — making scores consistent across different photo sizes and camera distances.
Every ratio is divided by your interpupillary distance, eliminating camera zoom distortion.
Measures whether your outer eye corners angle upward (positive tilt = classically attractive).
Compares your face height-to-width ratio against the classical golden ratio of 1.618.
Evaluates vertical balance — upper, middle, and lower thirds should each be ~33%.
All computation runs in your browser via WebAssembly. No photo is ever uploaded.
478-point landmark analysis completes in under 2 seconds on most devices.
