Dedicated Security Camera OS (NVR/DVR)

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1. Dedicated Security Camera OS (NVR/DVR)

  • Blue Iris (Windows) – Powerful, supports AI face recognition with DeepStack.
  • Shinobi (Linux/Windows/macOS) – Open-source NVR, integrates with AI models.
  • Xeoma (Windows/Linux/macOS/Raspberry Pi) – Supports AI-based face recognition.
  • UniFi Protect (Linux – UniFi OS) – For Ubiquiti hardware, limited customization.

✅ Pros: Easy setup, reliable, integrated AI options.
❌ Cons: Limited customization, may require additional hardware.

2. AI-Optimized OS for Custom Solutions

  • Ubuntu Server (Linux) – Best for AI workloads (TensorFlow, OpenVINO, DeepFace).
  • NVIDIA JetPack (Linux for Jetson) – Optimized for NVIDIA Jetson hardware.
  • Home Assistant OS (Linux-based) – Can integrate face recognition via Frigate + Coral TPU.

✅ Pros: Highly customizable, best for deep learning-based face detection.
❌ Cons: Requires setup, AI expertise needed.

3. Edge AI Appliances

  • Hikvision / Dahua / Axis Cameras – Some have built-in face recognition.
  • Google Coral Dev Board (Linux-based) – Runs models on TPU for efficient AI processing.
  • NVRs with AI chips (Synology DVA series) – Hardware-accelerated face detection.

✅ Pros: Efficient, purpose-built, plug-and-play.
❌ Cons: Less control over AI models.

Which One Should You Choose?

  • Plug-and-play: Blue Iris, UniFi Protect, Synology DVA.
  • Custom AI with full control: Ubuntu + TensorFlow/OpenCV/DeepFace.
  • Low-power edge AI: NVIDIA Jetson Nano, Google Coral TPU.
  • Enterprise-grade: Hikvision/Dahua AI cameras, Axis with edge AI.

AI Cloud

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