[Vineyard & Winery Elf EN](https://help.vineyardelf.com/index.md) / [What's New](https://help.vineyardelf.com/whats-new.md)

# [February 9, 2026: Live vineyard camera + Machine Vision on NOE](https://help.vineyardelf.com/february-9-2026-live-vineyard-camera-machine-vision-noe.md)

## 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