This is an automated archive made by the Lemmit Bot.

The original was posted on /r/homeassistant by /u/ByzantiumIT on 2024-11-17 10:15:20+00:00.

Home Assistant Surveillance Setup with Frigate & 4K PoE Cameras 🎥

Doubletake for easy face mapping to individuals

Overall dashboards

Camera Stats

Coral TPU Stats

Camera Setup

• Cameras: 4 x ReoLink PoE 4K
  • 3 x Fixed position cameras
  • 1 x PTZ camera with telezoom capability
    • Enhanced facial recognition through zoom functionality
• Resolution: Full 4K (3840 x 2160)
• Connection: Power over Ethernet (PoE)

Hardware Specs: All Running HASS Core and Addons via HASS:

• Mini PC: Dell OptiPlex Micro
  • Intel Core i7 (6th Gen)
  • 32GB RAM
  • 1TB SSD
• AI Accelerator: Google Coral USB TensorFlow

Software Stack

• Base: Home Assistant (locally installed)
• Object Detection: Frigate (addon)
• AI Recognition Add-ons:
  • DoubleTake
  • CompreFace
• Custom Integrations:
  • Facial Recognition for announcements
  • DVLA lookup for vehicle monitoring

Smart Features 🔊

1. Visitor Announcements:
   • Facial recognition of friends/family
   • Automated speaker announcements
   • Enhanced accuracy through PTZ zoom capabilities
2. Vehicle Monitoring:
   • License plate recognition
   • Automatic DVLA checks for:
     • MOT status
     • Tax status
   • Alerts for registered vehicles

Performance Metrics (from dashboard) 📊

• Detector Inference Speed: ~31.96ms
• System Resource Usage:
  • Coral CPU: 1.3%
  • Memory: 0.1%
  • Intel GPU: 1.12%
  • Intel VAAPI: 1.29%