🔬 Educational Research Platform

Advanced Smile Analysis & Biometric Research

Explore facial biometrics through 2D analysis, 3D proxy generation, and phonetic motion tracking. Designed for education and research purposes.

Start Research App

Research Capabilities

Comprehensive tools for educational biometric exploration

📐

2D Biometric Research

Analyze facial proportions, symmetry indices, and golden ratio alignments.

🎭

3D Facial Proxy Generation

Generate FLAME-based 3D facial meshes from 2D inputs for analysis.

🎬

Phonetic Motion Analysis

Track facial motion capture data for studying expression dynamics.

Match V.III Architecture

This application utilizes a proprietary configuration of advanced spatial analysis and bio-digital rendering technologies to perform digital smile design. It leverages high-precision computer vision algorithms to assist in aesthetic visualization.

1. Visualization Tool Not a Medical Device

Match V.III is strictly a visualization tool for educational purposes. It is not a diagnostic medical device. Simulations are artistic approximations and do not guarantee clinical results.

2. Professional Responsibility

Users must be licensed professionals. Final diagnosis and treatment planning are the sole responsibility of the user. The creators assume no liability for clinical outcomes.

3. AI Limitations

The 'Match V.III Engine' uses probabilistic AI models. Users must manually verify all digital measurements against physical clinical realities.

4. Data Privacy

User is responsible for patient consent. Data is processed locally to maximize privacy.

5. Intellectual Property

6. Social Tab & Mesh Extraction Policy

The 'Social' feature utilizes the Match V.III Engine to demonstrate real-time 3D facial geometry reconstruction from 2D imagery. This function is intended solely as a proof of technological capability and for educational illustration. It does not constitute "deepfake" media generation. Users are strictly prohibited from utilizing this feature for any deceptive, unethical, or illegal purposes, including but not limited to identity impersonation or content fabrication.

7. No Doctor-Patient Relationship

The use of the Match V.III software, identifying documentation, or communication with the creator does not establish a doctor-patient relationship or any other professional relationship with Dr. Amr Touny. Nothing contained in this application constitutes professional medical advice, diagnosis, or treatment.

Third-Party Attributions

Computer Vision technology provided by Google (Apache 2.0).
3D Rendering Engine provided by open-source community contributors (MIT).
Audio Synthesis Core provided by open-source community contributors (MIT).
Head Model provided by Max Planck Institute (Non-Commercial Research License).