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bpatra/deepLexperiments.py

Created December 5, 2020 23:19
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deepLexperiments.py
## Define TRAINING SET
train_datagen = ImageDataGenerator(rescale=1./255, rotation_range=0,
width_shift_range=0.2,
height_shift_range=0.2,
shear_range=0.2,
zoom_range=0.2,
horizontal_flip=True, fill_mode='nearest')
train_generator = train_datagen.flow_from_directory(TRAIN_DIR,
target_size=(TARGET_SIZE, TARGET_SIZE),
batch_size = BATCH_SIZE,
class_mode='binary')
## Define VALIDATION SET
validation_datagen = ImageDataGenerator(rescale=1./255)
validation_generator = validation_datagen.flow_from_directory(VAL_DIR,
target_size=(TARGET_SIZE, TARGET_SIZE),
batch_size = BATCH_SIZE,
class_mode='binary')
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