FR Pipeline (5 FPS)
1
Camera capture (Ghost PC :8889/cam/jpeg)
2
Edge Proxy FR loop (JPEG every 200ms)
3
FR Server (SCRFD + ViT + ByteTrack)
4
Detections broadcast via /fr WebSocket
5
Dashboard overlay (bboxes + identity labels)
Demo Video (SharePoint):
FR on the move + dashboard integration
Dashboard Features
Real-time bounding boxes
Scaled to video display, color-coded: known (teal) vs unknown (orange)
Identity + confidence labels
Name and confidence % displayed above each bbox
FR Temporal Analyzer
10s sliding window, 5s consistency, 60% presence threshold
Orchestrator integration
FR detections sent via /edge WS to FRTemporalAnalyzer for identity confirmation
Auto-reconnect
2s backoff on FR WebSocket disconnect
WORKING