Dev Lab
FaceAccess v4.0
Internal Sandbox
Pipeline
Face Enrollment
Auth Test
Confidence Viz
Management
Test Profiles
Security Log
Dev Controls
Links
Production Dashboard
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Face Enrollment
Capture facial embeddings for test profiles
Engine v4.0
Debug ON
Refresh
Camera Feed
Offline
Webcam
Laptop Cam
RTSP
Camera not started
Start Camera
Brightness
—
Sharpness
—
Anti-Spoof
—
Quality
—
Enroll Profile
Select Profile
— Pick a profile —
Capture Angles
0 / 7
Capture Controls
Capture Frame
Auto-Enroll (7 Angles)
Clear Embeddings
Enrollment Progress
0%
Enrollment Complete
Test Authentication
Authentication Camera
Offline
Camera not started
Start Camera
Simulated Lock
Lab Door 01
Lab Door 02
Lab Entrance
Server Room
Test Mode
Live Camera
Manual Input
Demo (Simulated)
BLE Proximity
Wi-Fi Match
Debug
Start Authentication Test
Simulated Lock
Awaiting Test
—
Model Scores
Run a test to see scores
Trust Engine Decision
Trust Score
—
Liveness
—
Anti-Spoof
—
Pipeline Trace
— ms
Identity Confidence
—
Score
Run an auth test
Liveness Detection
—
Score
Run an auth test
Trust Score
—
Score
Run an auth test
Full Score Breakdown
No data yet — run an authentication test
Confidence History
Create Test Profile
Full Name *
Email *
Role *
Employee
Admin
Visitor
Phone Device ID (optional)
Notes (optional)
Create Profile
Test Profiles
Refresh
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Security Log — Real-Time Activity
All authentication attempts with full scoring data
All Results
Granted
Denied
Pending
Clear
Total
—
Granted
—
Denied
—
Avg Conf
—
Avg Latency
—
Time
Result
User
Similarity
Combined
Trust
Latency
Lock
Mode
Loading logs…
Testing Controls
Reset Test Profiles
Clears all face embeddings and logs. Keeps profile records.
Reset Lab
Delete All Profiles
Permanently removes all test profiles, embeddings, and logs.
Delete All
Debug Mode
Show raw model confidence values and pipeline internals.
Enable Debug Mode
Debug Output
Clear
// Dev Lab Debug Console
// Run an authentication test with debug mode enabled // to see raw pipeline data here
Lab Statistics
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Pipeline Config
HIGH_THRESHOLD
= 0.85
MED_THRESHOLD
= 0.65
SPOOF_REJECT
= 0.35
LIVENESS_MIN
= 0.50
ARCFACE_WEIGHT
= 0.50
INSIGHTFACE_WEIGHT
= 0.30
FACENET_WEIGHT
= 0.20
TRUST_FACE_WEIGHT
= 0.35
TRUST_BEHAVIORAL
= 0.35
TRUST_PREDICTIVE
= 0.20
TRUST_ANOMALY_PEN
= 0.10
BLE_PROXIMITY
= 0.95
WIFI_PROXIMITY
= 0.78
EMA_ALPHA
= 0.15
ENGINE_VERSION
=
"4.0"