FRONTAL ANALYSIS TOOL

Facial Harmony Lab

Manual landmark placement · Editable measurements · Custom tiers

YOUR FACE, YOUR MEASUREMENTS

Map the landmarks.
Review every ratio.

Upload a straight-on photo, place each point yourself, then review the metric values and T1–T7 tier for every ratio. No automatic facial landmark detection is used.

28 frontal metrics · No final score formula

01 / Photo & landmarks

Click the photo to place the selected point

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Upload a frontal photoEven lighting, neutral expression, face looking straight ahead.

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Photo preview appears here

Upload an image to begin manually placing landmarks.

100% · centered

Zoom to inspect details, then use the arrows to move the photo. Landmark placement stays enabled.

0 landmarks placedSelect a landmark below

Landmark to place

Choose a landmark, then tap/click its exact location on the photo. Drag a placed dot to adjust it. Points are stored only in this page; they are not uploaded to a server.

02 / Metric worksheet

Edit values and choose the tier for each metric

28 metrics

Metric	Value	Tier

Tier assignments are editable labels, not medical or scientifically validated attractiveness scores. The default tiers below reflect the example labels you supplied where available; change any tier to match your own criteria.

03 / Final report

Every metric and its selected tier, in one place

Metrics listed28Frontal-only set

Tiers assigned28Current worksheet

Landmarks placed0Manual points

Overall harmony score

Reserved for your formula — not calculated yet.

Tier distribution

Tier of each ratio