Table 1 Details of the data set.

From: Research On Maize Disease Identification Methods In Complex Environments Based On Cascade Networks And Two-Stage Transfer Learning

Datasets

Category

Training

Validation

Testing

Total

Laboratory

Cercospora leaf spot

Common rust

Northern Leaf Blight

Healthy

360

834

691

817

103

235

187

219

51

118

105

122

514

1187

983

1158

Natural environment

Cercospora leaf spot

Common rust

Northern Leaf Blight

Healthy

171

1052

358

785

49

300

102

225

25

150

51

112

245

1502

511

1122