/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

16 votes292 views3 answers
Pandas open text file
Python
1 vote298 views1 answer
Strptime python decimal seconds
Python
0 vote314 views1 answer
Generate python
Python
17 votes314 views2 answers
How to save array python
Python
0 vote287 views1 answer
Admin site
Python
0 vote347 views1 answer
Efficiently count zero elements in numpy array?
Python
0 vote309 views1 answer
Django from
Python
2 votes345 views1 answer
Is python easier than javascript
Python
1 vote293 views1 answer
Max string length python
Python
-1 vote259 views1 answer
Expected ")" pylance python
Python