Augmenter simple example

augmenter_demo.py

# Import package
import Augmentor

# Initialize pipeline
p = Augmentor.DataPipeline([[np.array(image), np.array(mask)]])

# Apply augmentations
p.rotate(1, max_left_rotation=3, max_right_rotation=3)
p.shear(1, max_shear_left = 3, max_shear_right = 3)
p.zoom_random(1, percentage_area=0.9)

# Sample from augmentation pipeline
images_aug = p.sample(1)

# Access augmented image and mask
augmented_image = images_aug[0][0]
augmented_mask = images_aug[0][1]