Decerner is fully transparent: there is no black box. Below is exactly how a photo becomes a 0–100 score.
The pipeline
Upload
A clear, front-facing photo.
Detect
Facial landmarks are located automatically.
Measure
14 geometric proportions are computed.
Score
A 0–100 score, breakdown and radar profile.
How scoring works
Each coefficient compares a measured value to a classical ideal and scores it with a smooth Gaussian falloff. The final score is the average of all 15.
Symmetry & Balance
Landmarks are mirrored across the vertical midline to measure how evenly the left and right halves align.
Ratios & Proportions
The golden ratio, facial thirds, the five-eye rule and other neoclassical canons are measured against their ideal values.
Transparent Scoring
No black box. Every coefficient shows the exact formula and the measured value.
The 15 coefficients
What this is — and isn’t
Beauty is subjective and shaped by culture. Decerner does not judge your worth or decide who is attractive — it measures how closely your facial geometry matches proportions that have been studied for centuries. Read your score as a fun, geometric perspective, not an objective verdict.