478-Landmark Composite Harmony Tool

AI Attractiveness Test

Upload a front-facing portrait to compute an objective 0–100 facial harmony index in your browser using 478 3D-projected landmarks.

Free· 100% On-Device· Zero Server Upload
01 · 478-Landmark Biometric ScanOn-Device
Sample portrait decoded with 478 facial landmarks and geometric proportion lines
478 Landmarks Mapped
Harmony Score
92/100
Symmetry
96% Aligned
Golden Ratio
1.59 fLWR
Canthal Tilt
+4° Positive
Jaw-to-Cheek
76.7% Ratio
Sample Biometric Scan · 9.2 / 10EYE 26.4% · JAW 76.7%
Sample portrait mapped with 478 keypoints

Zero server uploads · 100% private478 KEYPOINTS

02 · Analyze Your PortraitINSTANT LOCAL ENGINE

Upload Your Front-Facing Photo

Drop a portrait here or tap below. We map 478 facial keypoints and overlay your geometric mesh directly in your browser.

Front-facing angle
Neutral expression
Even lighting
Sample Scan Readout · Preview

4-Pillar Facial Proportion Breakdown

Sample: 92 / 100
Bilateral Symmetry96/100

Midline pair alignment (30%)

Golden Ratio (1.618)93/100

fLWR 1.59 vs. Phi (30%)

Ocular & Canthal Axis82/100

26.4% fifths · +4° tilt (20%)

Jawline & Lower Third92/100

76.7% jaw-to-cheek ratio (20%)

Neoclassical & Phi (1.618) Reference Intervals0–100 Index

Scoring Architecture

How the Composite Attractiveness Formula Works

Unlike subjective crowd-rating apps, our AI attractiveness test calculates a weighted geometric harmony score from four measurable facial ratios:

30% WEIGHT

Bilateral Symmetry

Measures horizontal distance deviations of paired landmarks (inner/outer eye corners, malar cheek peaks, and oral commissures) across the vertical facial midline.

30% WEIGHT

Golden Ratio (1.618)

Evaluates total facial height (forehead top to menton) divided by bizygomatic width (left to right cheekbone), benchmarked against the 1.618 golden ratio.

20% WEIGHT

Intercanthal Spacing

Compares the distance between your inner eye corners against total facial width, targeting the neoclassical rule-of-fifths reference (~25% of face width).

20% WEIGHT

Lower-Third Jaw Ratio

Measures lower-third mandibular contour width relative to cheekbone width (~75% ideal reference) to assess lower-face structural balance.

Explore More Specific Facial Ratios

Check your exact eye angle in degrees or read how the 1.618 golden ratio works.

    AI Attractiveness Test — Free 478-Landmark Facial Score | AttractivenessAI