Table 3 Presents the distribution of illnesses associated with paddy crops.
From: An automated hybrid deep learning framework for paddy leaf disease identification and classification
Disease | Class | Class no. (classification) | Image data | Total class-wise distribution (%) | |||
|---|---|---|---|---|---|---|---|
Binary | Multi-Class | Train | Test | Validate | |||
Bacterial leaf blight | Bacteria | 0 | 0 | 478 | 100 | 100 | 678(6%) |
Bacterial leaf streak | 1 | 1 | 380 | 103 | 103 | 586(5%) | |
Bacterial panicle blight | 2 | 2 | 337 | 90 | 90 | 516(5%) | |
Healthy Paddy | Fungus | 3 | 3 | 588 | 123 | 123 | 834(8%) |
Blast | 0 | 4 | 1738 | 214 | 214 | 2166(11%) | |
Brown-spot | 1 | 5 | 965 | 153 | 153 | 1271(11%) | |
Dead heart | Â | 2 | 6 | 1442 | 175 | 175 | 1792(12%) |
Healthy Paddy | Â | 3 | 7 | 588 | 123 | 123 | 834(8%) |
Hispa | Viral | 0 | 8 | 1594 | 205 | 205 | 2004(10%) |
Tungro | 1 | 9 | 1088 | 188 | 188 | 1464(7%) | |
Downy mildew | 2 | 10 | 620 | 133 | 133 | 886(8%) | |
Healthy Paddy | Â | 3 | 11 | 588 10,406 | 123 1730 | 123 1730 | 834(8%) 13,866(100%) |
