/Python/Split imagedatagenerator into x_train and y_train

Split imagedatagenerator into x_train and y_train

How to split image dataset into training and test set keras

train_datagen = ImageDataGenerator(rescale=1./255,
    shear_range=0.2,
    zoom_range=0.2,
    horizontal_flip=True,
    validation_split=0.2) # set validation split

train_generator = train_datagen.flow_from_directory(
    train_data_dir,
    target_size=(img_height, img_width),
    batch_size=batch_size,
    class_mode='binary',
    subset='training') # set as training data

validation_generator = train_datagen.flow_from_directory(
    train_data_dir, # same directory as training data
    target_size=(img_height, img_width),
    batch_size=batch_size,
    class_mode='binary',
    subset='validation') # set as validation data

Source: stackoverflow.com

Split imagedatagenerator into x_train and y_train

in python 2:

X_train, y_train = train_generator.next()
X_test, y_test = validation_generator.next()

in python 3:

X_train, y_train = next(train_generator)
X_test, y_test = next(validation_generator)

Similar codes

0 vote269 views1 answer
Problems with flask bootstrap
Python
-2 votes269 views1 answer
How to make discord.py rewrite bot dm someone
Python
0 vote265 views1 answer
Youtube bot python
Python
0 vote276 views1 answer
Run django using nssm
Python
-1 vote267 views2 answers
Print groupby dataframe
Python
23 votes271 views1 answer
Python hour from datetime
Python
0 vote254 views1 answer
Django app directory
Python
6 votes275 views4 answers
Import user in django
Python
1 vote270 views1 answer
Permanent redirect django
Python Django
80 votes263 views4 answers
Pip for python
Python