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Model Purpose: Detect and classify 102 pest species in real-time field conditions using computer vision.
| Metric | Train Set | Validation Set |
|---|---|---|
| Precision | 0.912 | 0.744 |
| Recall | 0.923 | 0.789 |
| mAP@0.5 | 0.941 | 0.815 |
| mAP@0.5:0.95 | 0.838 | 0.605 |
1from ultralytics import YOLO
2
3# Load model
4model = YOLO("path/to/best.pt")
5
6# Run inference
7results = model.predict("your_image.jpg", imgsz=640)
8
9# Display results
10results.show()