Face Recognition Showcase

Video → face recognition → alert

The full face recognition pipeline: from video stream to detection, embedding, recognition, and on to structured features and alert events.

Demo Video

Watch the pipeline in action

Pipeline

Face recognition pipeline

Input

  • RTSP / camera
  • video stream

Processing

  • face detection
  • embedding
  • recognition

Output

  • face feature
  • alert event

Screenshots

Live run examples

Face recognition demo screenshot

Feature Output

Vision Feature structure

Bang Vision converts video streams into structured vision features for downstream applications.

// Vision Feature — face recognition
{
  "type": "face",
  "timestamp": "2026-07-23T10:42:18.412Z",
  "source": {
    "camera": "camera-01",
    "frame": 18472
  },
  "object": {
    "class": "person",
    "bbox": [320, 118, 488, 402],
    "identity": "subject-17",
    "track_id": 17
  },
  "confidence": 0.964
}

Feature includes:

Detection result Tracking information Identity matching result Confidence score

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See the platform in action

Explore the technical demo, or tell us about your use case to request a live walkthrough.