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Vineyard & Winery Elf EN

February 9, 2026: Live vineyard camera + Machine Vision on NOE

Updated at: 1 min read

Vineyard camera - live view on the dashboard

New feature: live camera view from a Reolink camera directly on the VineyardElf dashboard.

  • The camera image refreshes automatically every 30 seconds
  • An Auto button to toggle auto-refresh
  • Manual refresh with a single click
  • Status of the last AI analysis (number of detections / all clear)

The camera uploads a snapshot every 30s via FTP. VineyardElf fetches it through an internal proxy (solving the HTTPS/HTTP security issue).

Machine Vision - migration to NOE

Three computer vision modules were moved to the new NOE architecture:

Leaf analysis (elf-leaf-analysis)

Roboflow YOLO AI analyzes leaf photos in 4 categories:

  • Diseases (mildew, botrytis, black rot…)
  • Nutrient deficiencies
  • Pests
  • Abiotic stress

Panel reader (elf-panel-reader)

Hybrid AI analysis for reading analog and digital meters:

  • Analog pressure gauges → Roboflow (needle angle → value)
  • Digital displays → Claude/Gemini/OpenAI Vision (OCR)
  • 9 device types (pressure gauges, thermometers, control panels)

Vineyard camera (elf-vineyard-cam)

24/7 visual monitoring:

  • Reolink E1 Zoom camera → FTP snapshot every 30s
  • AI analysis via Roboflow YOLO
  • Live view on the dashboard
  • Verifying frost-protection sprinkling from anywhere

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