/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 vote138 views1 answer
ImportError: cannot import name 'MaskedArray' sklearn
Python
0 vote131 views1 answer
Pandas to json without index
Python
0 vote147 views3 answers
Convert c++ code to python online
Python
1 vote174 views1 answer
Django foreign key error Cannot assign must be a instance
Python Django
12 votes136 views1 answer
Rand
Python
0 vote151 views1 answer
Python how to get data from dictionary
Python
0 vote136 views7 answers
Online python compailer
Python
8 votes150 views5 answers
Convert integer to binary in python
Python
0 vote134 views1 answer
./bootstrap command not found in dockerfile
Python
19 votes145 views3 answers
Pil image to numpy array
Python