is it possible to use different ImageDataGenerator for different classes?

Question

`for exemple ImageDataGenerator for train/cats; and ImageDataGenerator for train/dogs.

Probleme : Create the train_image_generator

Create the train_image_generator

train_image_generator = image_generator.flow_from_directory( train_path, target_size=(img_shape[0],img_shape[1]), color_mode='rgb', batch_size=4, class_mode='binary')

Create the validation_image_generator

val_image_generator = image_generator.flow_from_directory( test_path, target_size=(img_shape[0],img_shape[1]), color_mode='rgb', batch_size=4, class_mode='binary', shuffle=False) is it possible to use different "batch_size" for cats an dogs.