Vineyard Elf
A smart helper for vineyard management
Complete VMS (Vineyard Management System)
A system that watches weather, frost, disease, and irrigation while you're in town. Ask it anything - it answers because it knows your vineyard.
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Frost protection
Automatic sprinkler activation when temperature drops below 0°C, plus trend monitoring.
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2
Disease monitoring (4 models)
Risk Index charts for powdery mildew, downy mildew, Black Rot, and botrytis - predictions 24-48h before symptoms.
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3
Machine Vision AI
Leaf photo analysis with YOLO/Roboflow models. Disease detection, analysis gallery, confidence score.
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4
Remote control (OpenSprinkler)
OpenSprinkler integration - remote sprinkler control and frost protection from the dashboard.
Ask the Elf in chat
Vineyard Elf is more than a data dashboard. It's an AI assistant that knows your vineyard and answers in natural language - 24/7.
"Should I spray today?"
"What was the temperature trend overnight?"
"When was frost protection last triggered?"
"Compare disease risk with last week"
The Elf has access to all your vineyard data - weather, treatment history, alerts, and forecasts. You can also connect it to Claude Desktop via MCP.
What's in the system?
A complete solution for vineyard monitoring and protection.
Chat with the Elf (AI)
Built-in AI assistant with full vineyard context. Ask questions, request analyses - all in natural language.
Frost protection
Automatic sprinkler sequences based on temperature, humidity, and drop trends.
4 disease models
Mills Rule, Gubler-Thomas, Cornell/Spotts, IFV/UC Davis. Tab navigation with charts for each disease.
Weather + 7-day forecast
Weather station + Open-Meteo data. Disease risk forecast up to 7 days ahead.
Machine Vision
Roboflow + YOLO v11. Disease detection from photos, analysis gallery, confidence score.
What's next on the roadmap?
Features gradually coming to Vineyard Elf.
Automated cameras
IP cameras in the vineyard and winery sending photos for AI analysis - automatic disease detection without uploads.
Satellite readings
Plant health analysis based on Sentinel imagery and integration with vineyard block maps.
Drones
Aerial monitoring, thermal imaging, detection of water stress and early disease signs.
Ground robots
Automated mowing between rows and driving a camera directly to the vines.
Bird deterrence
Smart sound and visual systems triggered only when truly needed.
Pest detection
AI recognizes pests and symptoms on leaves using camera and drone imagery.
Wireless sensors
LoRa, solar-powered sensors placed at key points across the vineyard.
See also: Winery Elf
A sister system for winery production management - inventory, batches, recipes, and integrations with Fakturownia.pl.
Winery Elf