/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 vote147 views3 answers
Pandas converters example
Python
0 vote144 views1 answer
How to instal django cities
Python
2 votes152 views2 answers
Python do nothing
Python
7 votes198 views4 answers
Pandas.get_dummies
Python
1 vote138 views1 answer
Django m2m .add
Python
3 votes139 views6 answers
Python variable
Python
1 vote149 views1 answer
Assigning values in python
Python
3 votes174 views3 answers
How to insert image in python
Python
4 votes137 views3 answers
Pandas how to find column contains a certain value
Python
1 vote130 views1 answer
Python spamming bot
Python