Python image augmentation
Project description
Pyimgaug3d
A 3D GPU augmentation library.
Installation
pip install pyimgaug3d
Example Usage
from pyimgaug3d.augmentation import GridWarp
from pyimgaug3d.augmenters import ImageSegmentationAugmenter
img = load_img... # shape=(H,W,D,C)
seg = load_seg... # shape=(H,W,D,C)(one hot encoded)
# This augmenter automatically rounds the segmentation mask
aug = ImageSegmentationAugmenter()
aug.add_augmentation(GridWarp(grid=(4, 5, 5), max_shift=10))
warpped_img, warpped_seg = aug([img, seg])
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