LooksMaxx Pro v3

478-point 3D MediaPipe Face Landmarker. Step-by-step scientific scoring with normalized 0–10 metrics, achievable improvement targets, and full JSON export. 100% local.

MediaPipe 478pts 3D Landmarks 12-Step Scoring Improvement Targets Skin Texture Blendshapes

REQUIRED

Front-Facing Photo

Straight-on, well-lit, neutral expression. Full face visible.

OPTIONAL

Side Profile Photo

3/4 angle (45°) works best — MediaPipe needs partial face visibility. Enables 6 bonus metrics.

Side profile enables: cervicomental angle, nasal projection, E-line, lip projection, forehead slope, nasal dorsum angle — metrics impossible to measure from front alone.

Analyzing with MediaPipe...

Loading MediaPipe Face Landmarker (478-pt model)
Detecting face & 478 3D landmarks
Step 2: Facial proportions
Step 3: Eyes & brows
Step 4: Nose geometry
Step 5: Lips & mouth
Steps 6-7: Skin texture & facial contrast
Step 8: Symmetry & smile (blendshapes)
Facial fat & leanness estimation (3D depth)
Steps 9-10: Dimorphism & averageness
Step 11: Composite score & improvement targets

Composite Attractiveness Score (0–10)

Full Scored JSON Output (Step 12)

Personalized Recommendations

Powered by MediaPipe Face Landmarker (478 3D landmarks + 52 blendshapes). Research: Perrett et al. (proportions), Rhodes et al. (symmetry), Pallett et al. 2010 (eye spacing), Little et al. (dimorphism), Fink & Penton-Voak (skin). All processing runs locally via WebAssembly — no data leaves your browser.