🛰 AI-Powered Biometric Validation
Ear Piercing Validation System
A complete 4-phase AI pipeline for ear segmentation, landmark mapping, blue-point detection, real-time
webcam validation, and dual-ear symmetry analysis.
Validation Pipeline
Each phase builds on the previous — from raw image to certified piercing plan.
Select a Phase to Begin
Ear Landmark Mapper
Upload both ears, mark piercing landmarks on the right ear, and get automatically mirrored
measurements with distance calculations on the left ear.
YOLO Segmentation
Landmark Mapping
Webcam Live
Open Phase 1 →
Blue Point Validator
Mark precise piercing targets as blue points, then validate physical blue markers in real-time via
webcam with per-point mm-accuracy guidance.
Blue Marker Detection
HSV Color Analysis
Real-Time Guidance
Open Phase 2 →
Pattern Validation
Advanced multi-point piercing pattern validation across all major piercing types — lobe, helix,
conch, tragus, and more with contour-based detection.
Pattern Matching
Piercing Types
Contour Detection
Open Phase 3 →
Dual Ear Analysis
Upload both ears simultaneously for full symmetry analysis — height, width, pre-piercing scar
detection, and an overall risk/anomaly score.
Symmetry Analysis
Scar Detection
Risk Scoring
Open Phase 4 →