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September 24, 2021 10:05
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| ## CNN 다중 분류 이미지 sample test | |
| import keras_preprocessing | |
| from keras_preprocessing import image | |
| from keras_preprocessing.image import ImageDataGenerator | |
| training_datagen = ImageDataGenerator( | |
| rescale = 1./255, | |
| rotation_range=40, | |
| width_shift_range=0.2, | |
| height_shift_range=0.2, | |
| shear_range=0.2, | |
| zoom_range=0.2, | |
| horizontal_flip=True, | |
| fill_mode='nearest') | |
| validation_datagen = ImageDataGenerator(rescale = 1./255) | |
| train_generator = training_datagen.flow_from_directory( | |
| train_dir, | |
| target_size=(227,227), | |
| class_mode='categorical', | |
| batch_size=126 | |
| ) | |
| validation_generator = validation_datagen.flow_from_directory( | |
| './tmp/test/test', | |
| target_size=(227,227), | |
| class_mode='categorical', | |
| batch_size=126 | |
| ) |
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