From: Unsupervised feature learning-based encoder and adversarial networks
Dataset | Class labels | Training | Validation | Testing | Total |
---|---|---|---|---|---|
Tea clones | GMB 3 | 1832 | 232 | 231 | 2295 |
GMB 9 | 1784 | 220 | 221 | 2225 | |
PV corn | Cercospora leaf spot | 449 | 32 | 32 | 513 |
Common rust | 1031 | 81 | 80 | 1192 | |
Northern leaf blight | 849 | 68 | 68 | 985 | |
Healthy | 1017 | 73 | 72 | 1162 | |
PV potato | Early blight | 875 | 63 | 62 | 1000 |
Late blight | 875 | 62 | 63 | 1000 | |
Healthy | 131 | 10 | 11 | 152 | |
PV apple | Apple scab | 552 | 39 | 39 | 630 |
Black rot | 544 | 39 | 38 | 621 | |
Cedar apple rust | 241 | 17 | 17 | 275 | |
Healthy | 1440 | 103 | 102 | 1645 | |
MNIST) | 0–9 | 16,000 | 4000 | 3000 | 23,000 |