★ TOOL GENIE — CLINICAL INQUIRIES & RESEARCH ★ NEOCLASSICAL SYMMETRY & HARMONY SCORE ★ ENCRYPTED ON-DEVICE PROCESSING ★ 24-HOUR RESEARCH TEAM RESPONSE ★ TOOL GENIE — CLINICAL INQUIRIES & RESEARCH ★ NEOCLASSICAL SYMMETRY & HARMONY SCORE
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★ RESEARCH LAB
✦ CLINICAL COLLABORATION & INQUIRIES

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Have questions about cephalometric standards, golden ratio calculations, facial symmetry vectors, or privacy? Our research engineering team is here to assist.

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Fill out the form below. We typically respond within 12 to 24 hours.

🔬 RESEARCH TEAM

Cephalometric Aesthetics Lab

Our algorithms follow peer-reviewed anatomical and aesthetic standards including the Powell-Humphreys Facial Canons, Farkas Anthropometry, and Neoclassical Tripartite Facial Division.

farhanaly.io3@gmail.com
🛡️ PROCESSING INTEGRITY

100% Private On-Device Processing

Uploaded photos and live camera frames are never retained on remote servers or sold to third-party datasets. Analysis happens dynamically with immediate cryptographic disposal.

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Whether you are a developer, aesthetician, surgeon, or curious researcher, we respect your time and respond to all verified inquiries promptly.

★ FREQUENT QUESTIONS

RESEARCH &
TECHNICAL FAQ

Key questions regarding Tool Genie biometric algorithms and clinical validity.

How is the Attractiveness Score calculated?

Overall Attractiveness Score (out of 100) is a weighted harmonic synthesis of 6 cephalometric metrics: Bilateral Sagittal Symmetry, Vertical Thirds & Phi Adherence, Mandibular Gonial Definition, Bizygomatic Cheekbone Breadth, Canthal Axis Tilt, and Dermal Vitality.

Can I cite Tool Genie in academic papers?

Yes. You may cite Tool Genie as an automated clinical cephalometrics and neoclassical canon calculator. Reach out via this contact form to obtain full landmark coordinate schemas.

Does Tool Genie store my face images?

Never. Tool Genie strictly operates under private ephemeral processing. Image data is evaluated in memory and immediately released upon score compilation.

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