From: Using transfer learning-based plant disease classification and detection for sustainable agriculture
Plant Class | Affected Plant | Disease name (as per dataset) | Reported samples | Total images | |
---|---|---|---|---|---|
Training | Testing | ||||
Tomato Class | Tomatoes | Tomato Yellow Leaf Curl Virus | 4,286 | 1,071 | 5357 |
Tomatoes | Tomato mosaic virus | 299 | 74 | 373 | |
Tomatoes | Target spot | 1,123 | 281 | 1,407 | |
Tomatoes | Spider mites Two-spotted spider mites | 1,341 | 335 | 1,676 | |
Tomatoes | Septoria leaf spot | 1,417 | 354 | 1,771 | |
Tomatoes | Leaf mold | 761 | 191 | 952 | |
Tomatoes | Late blight | 1,527 | 382 | 1,909 | |
Tomatoes | Early blight | 800 | 200 | 1,000 | |
Tomatoes | Bacterial spots | 1,702 | 425 | 2,127 | |
Tomatoes | Healthy | 1,273 | 318 | 1,591 | |
Maize Class | Maize Corn | Northern Leaf Blight | 788 | 197 | 985 |
Maize Corn | Ordinary rust | 953 | 239 | 1,192 | |
Maize | Cercospora leaf spot gray leaf spot | 410 | 103 | 513 | |
Maize Corn | Healthy | 929 | 233 | 1,162 | |
Apple Class | Apples | Cedar apple rust | 220 | 55 | 275 |
Apples | Black rots | 496 | 125 | 621 | |
Apple | Apple cab | 504 | 126 | 630 | |
Apple | Healthy | 1,316 | 329 | 1,645 | |
Potato Class | Potatoes | Late blight | 800 | 200 | 1,000 |
Potatoes | Healthy | 121 | 31 | 152 | |
Potatoes | Early blight | 800 | 200 | 1,000 | |
Strawberry Class | Strawberries | Healthy | 364 | 92 | 456 |
Strawberries | Leaf scorch | 887 | 222 | 1,109 | |
Squash Class | Squashes | Powdery mildew | 1,468 | 367 | 1,835 |
Soybean Class | Soybeans | Healthy | 4,072 | 1,018 | 5,090 |
Raspberry Class | Raspberry | Healthy | 297 | 74 | 371 |
Pepper Class | Pepper bells | Healthy | 1,183 | 295 | 1,478 |
Pepper bells | Bacterial spots | 797 | 200 | 997 | |
Peach Class | Peaches | Healthy | 288 | 72 | 360 |
Peach | Bacterial spot | 1,838 | 459 | 2,297 | |
Orange Class | Orange | Huanglongbing | 4,405 | 1,102 | 5,507 |
Grape Class | Grape | Leaf blight | 861 | 215 | 1,076 |
Grape | Healthy | 339 | 84 | 423 | |
Grape | Esca | 1,107 | 276 | 1,383 | |
Grape | Black rot | 944 | 236 | 1,180 | |
Blueberry Class | Blueberry | Healthy | 1,202 | 300 | 1,502 |
Cherry Class | Cherry | Powdery mildew | 842 | 210 | 1,052 |
Cherry | Healthy | 684 | 170 | 854 |