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System Overview & Analytics

Real-time metrics, active database nodes, and system health status.

Total Users
Dictionary Signs
Active Conversations
AI Model Classes
Recent Dictionary Entries View All
Recent User Registrations Manage Users
System Diagnostics Status Healthy
Firebase Database Connected
MediaPipe Landmark Engine Active MediaPipe Hands Online
Admin Role Verification Authorized

AI Model Diagnostics

Inspect model classes, inference confidence, benchmark latency, and run live diagnostic tests.

Recognition Engine & Templates MediaPipe Landmark

Active reference gesture templates synced from Firebase Realtime Database:

Recorded Signs Table 0 Signs
# Filipino Word English Word Hand Type Frames
Page 1 of 1
Inference Playground & Live Output 0 FPS

Camera is currently off

Idle
No active detection
--%
-- ms
Frames: 0
Diagnostic Console Event Log
[System] MediaPipe Landmark Diagnostics initialized.
[Engine] Real-time gesture template matcher active.
[Ready] Standby for camera input.

MediaPipe Gesture Studio

Super Admin

Record golden landmark trajectories, normalize joint geometries, and sync reference templates for high-accuracy recognition.

1. Sign Selection & Capture Settings MediaPipe Hands Ready
2. Live Recording Stage 0 FPS

Camera is currently offline

Click Start Camera to begin landmark tracking
Ready to record 0 / 45 frames
3. Landmark Review & Dataset Sync No Sequence

Skeleton Trajectory Replay:

Recorded skeleton replay will appear here
Normalized Coordinate Delta Matrix (Wrist Centered)
[Waiting for recording capture...]
Checking save permission…
Recorded Gesture Studio Templates

These reference landmark templates are used directly by the AI recognition engine in Chat Camera and Video Calls.

Filipino Word English Word Hand Tracking Type Frames Recorded Date Actions

Dictionary Management

Add, edit, or delete sign translations synced across Web and Mobile.

Alphabetical (A–Z)
Media English Word Filipino Translation Description Actions
Page 1 of 1

User Management

View registered accounts, verify roles, and promote or demote administrators.

User Profile Email Role User ID (UID) Role Actions

Community Sign Requests

0 Pending

Review user-submitted signs and in-browser Gesture Studio landmark recordings. Approving a request automatically adds the sign to the live dictionary and registers the landmark template for AI recognition.

Total Submissions
Pending Review
Approved Signs
Rejected / Needs Work
Filipino Word Category Submitted By Gesture Sample Submitted Date Status Actions