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Table 1 The data distribution in the experiments

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