Table 1 Comparison of samples before and after data augmentation and the number of training and test sets.

From: Lightweight grape leaf disease recognition method based on transformer framework

 

Black Measles

Black rot

Leaf blight

Healthy

Original dataset

1888

1920

1692

1722

Image Processing

3000

3000

3000

3000

FastGAN dataset

3000

3000

3000

3000

train

2400

2400

2400

2400

test

600

600

600

600