YOLO Crop Detection Active
Crop Vision Dashboard
Live camera view, detection confidence, disease alert, and harvest-readiness decision.
Overall Confidence
91%
+3.2% from last scan
Ripeness
82%
Harvest window detected
Disease Risk
5%
Low risk
Recommended Action
Harvest
Within 2 days
Live AI Camera Feed
Upload a crop image or run simulated detection for demo presentation.
LIVE FEED
Field Zone A
1920×1080
Detection Metrics
Real-time demo values for AI result explanation.
91%Confidence
Ripe Crop82%
Unripe Crop18%
Disease / Damage5%
> Model: YOLO-CropVision v3
> Class: ripe_crop
> Confidence: 91%
> Disease risk: 5%
> Recommendation: Harvest within 2 days
> Action: Send alert to farmer
> Class: ripe_crop
> Confidence: 91%
> Disease risk: 5%
> Recommendation: Harvest within 2 days
> Action: Send alert to farmer
Detection Result Table
Bounding-box style result summary for project presentation.
| Class | Confidence | Count | Severity | Action |
|---|---|---|---|---|
| ripe_crop | 91% | 12 | Good | Harvest priority |
| unripe_crop | 67% | 4 | Medium | Monitor |
| leaf_spot | 54% | 1 | Low | Inspect plant |
| physical_damage | 43% | 1 | Low | Separate crop |
Confidence Trend
Scan confidence over recent detections.
AI Recommendation
Harvest Recommended
Crop ripeness is high, disease risk is low, and detection confidence is strong. Harvest now or within 2 days.
Professional Processing Pipeline
Image Capture
Camera captures field crop frame from rover-mounted live view.
AI Inference
YOLO-style detector classifies ripe, unripe, disease, and damage areas.
Metric Analysis
Confidence, severity, count, and crop-readiness scores are calculated.
Action Alert
System generates farmer alert for harvest, monitoring, or inspection.