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 |