Table 11 Accuracy of the final fusion centered on fine-tuned DNs (refer to Fig. 3 for disease numbering)
From: Using transfer learning-based plant disease classification and detection for sustainable agriculture
Disease number | Plant Disease Specification | Accuracy scores (%) |
|---|---|---|
D1 | Pepper bell bacterial spot | 92.85 |
D2 | Potato early blight | 83.3 |
D3 | Potato late blight | 90.1 |
D4 | Tomato bacterial spot | 89 |
D5 | Tomato early blight | 99.32 |
D6 | Tomato Lead mold | 85.95 |
D7 | Tomato Septoria leaf spot | 86.15 |
D8 | Spider mites Two-spotted spider mites | 100 |
D9 | Tomato target spot | 85.7 |
D10 | Tomato Yellow Leaf Curl Virus | 96.88 |
D11 | Tomato mosaic virus | 98.6 |
D12 | Apple Scrab | 100 |
D13 | Grape black rot | 99.1 |
D14 | Orange Haunglongbing | 100 |
D15 | Squash powdery mildew | 80.65 |