/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

12 votes211 views4 answers
Age calculator in python
Python
0 vote226 views1 answer
Tkinter mouse loading cursor
Python
2 votes281 views2 answers
Count gabarit django
Python Django
0 vote228 views1 answer
Decode in django templates
Python
34 votes253 views6 answers
Python if in list
Python
1 vote230 views1 answer
Select rows which entries equals one of the values pandas
Python
0 vote236 views1 answer
Pandas add prefix to column names
Python
1 vote231 views2 answers
End python print with space
Python
0 vote241 views3 answers
Pandas reading each xlsx file in folder
Python
4 votes225 views2 answers
Chrome driver download for selenium python
Python