5-Check Scoring: Each photo is scored across 5 quality checks.
Face Match (35%) — ArcFace cosine similarity to original selfie.
Sharpness (15%) — edge clarity and detail.
Exposure (15%) — lighting balance.
Aesthetic (20%) — overall visual appeal.
Body Proportion (15%) — natural proportions.
The
composite is the weighted average. The badge shows the
face match score — that's what matters most.
70%+ Good
25-69% Weak
<25% Wrong face