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AI based motion detection for Synology Surveillance Station

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sssAI

AI based motion detection for Synology Surveillance Station - For instructions on use see https://blog.cadams.me - Wiki coming soon!

Features:

  • Uses https://deepstack.cc/ for object recognition
  • Use the native DS Cam app for mobile notifications
  • HomeKit integration (via HomeBridge and Homebridge Webhooks & Camera-ffmpeg plugins)
  • Captured image with border-box annotations saved for review

Performance

  • DS920+ (20GB RAM) - Deepstack set to "low" - ~2 seconds for image recognition
  • DS918+ (12GB RAM) - Deepstack set to "medium" - ~4 seconds for image recognition

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AI based motion detection for Synology Surveillance Station

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  • Python 97.3%
  • Dockerfile 2.7%