Table 1 Classwise statistics of the dataset.

From: A dual-track feature fusion model utilizing Group Shuffle Residual DeformNet and swin transformer for the classification of grape leaf diseases

Class name

Before data augmentation

After data augmentation

Training set

Validation set

Test set

Training set

Validation set

Test set

Black Rot

708

236

236

708

236

236

Esca

829

276

278

829

276

278

Leaf Blight

645

215

216

645

215

216

Healthy

253

84

86

600

200

200

Total

2435

811

816

2782

927

930