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Comparison of average precision mean values for cotton pests and diseases.
| Cotton pest and disease categories | mAP@0.5/% | |
|---|---|---|
| Proposed Method | YOLOv8s | |
| Nocturnal moth larvae | 98.6 | 97.7% |
| Cotton angular leaf spot | 97.1 | 96.5 |
| cotton boll rot | 99.5 | 99.4 |
| Cotton hoarfrost | 98.5 | 96.1 |
| Health | 92.0 | 90.9 |
| alternaria leaf spot of cotton | 76.5 | 74.3 |
| All pests and diseases | 93.7 | 92.5 |
