NIST Biometric Auto-Capture MediaPipe AI + PAD Liveness

Initializing Vision Models & Biometric Engine...

Local GPU (0 Tokens)
Initializing
0 FPS
Captures: 0
LIVE PREVIEW • 478 MESH + PAD
Position face within biometric guide oval
Waiting for subject alignment...

NIST Biometric Quality

Standard: NIST SP 500-280 / ISO 19794-5

SEARCHING
0% NIST SCORE
Compliance Classification
NO FACE DETECTED

Auto-capture triggers autonomously when all 6 NIST biometric gates and PAD liveness pass.

Capture Sensitivity Preset: Balanced
Trigger Score Target: 70%
Stability Hold Time: 0.8s
Advanced Metric Threshold Tuners
Min Sharpness Variance (Webcam Focus): 15.0
Max Head Pose Angle Tolerance: ±15°
Min Lighting Symmetry Tolerance: 40%
Liveness 3D Depth Min: 1.2%

1:1 Facial Verification Matcher (Cosine Similarity)

NO ENROLLED ID
No Ref
ID: NONE
Live Cosine Match: --
Cosine: -- L2 Dist: --

ISO/IEC 30107-3 PAD Liveness Telemetry

-- WAIT
3D Parallax
--
Iris Saccades
--
Tissue Strain
--

Biometric Quality Breakdown Real-time Analysis

Head Pose (Frontal)
-- WAIT
Eye Openness & Gaze
-- WAIT
Neutral Expression (Mouth Closed)
-- WAIT
Framing & Scale (ICAO IPD)
-- WAIT
Focus & Motion Sharpness
-- WAIT
Illumination & Symmetry
-- WAIT

Biometric Gallery & LFW Benchmark Database

Compare live captures, enroll target identities, or run 1:N searches against the Labeled Faces in the Wild (LFW) dataset.

No Biometric Shots Captured Yet

Look directly into the camera inside the ICAO oval guide. The system will automatically take the best photo as soon as your pose, eyes, expression, micro-movement liveness, and sharpness pass NIST standards.