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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