Properties
=============================


Property APIs
----------------------------------


.. automodule:: beacon_aug.properties
    :members:
    :undoc-members:
    :show-inheritance:



Differentiable Summary
--------------------------------

* Check  `tutorial_tensor.ipynb <https://github.com/pages/adobe-research/beacon-aug/ipynbs/tutorial_torch.html>`_ for how to use differentiable operators

.. list-table::
   :header-rows: 1

   * - Library
     - albumentations
     - imgaug
     - torchvision
     - keras
     - augly
     - mmcv
     - imagenet_c
     - kornia
     - custom
   * - Affine
     - x
     - x
     - ✓
     - x
     - 
     - 
     - 
     - 
     - 
   * - Autocontrast
     - 
     - x
     - x
     - 
     - 
     - 
     - 
     - 
     - 
   * - Blur
     - x
     - x
     - 
     - 
     - x
     - 
     - 
     - 
     - 
   * - Brightness
     - x
     - x
     - ✓
     - x
     - x
     - 
     - x
     - 
     - 
   * - CLAHE
     - x
     - x
     - 
     - 
     - 
     - x
     - 
     - 
     - 
   * - CenterCrop
     - x
     - 
     - ✓
     - 
     - 
     - 
     - 
     - 
     - 
   * - ChannelShuffle
     - x
     - x
     - 
     - 
     - 
     - 
     - 
     - 
     - 
   * - CoarseDropout
     - x
     - x
     - 
     - 
     - 
     - 
     - 
     - 
     - 
   * - ColorJitter
     - x
     - 
     - ✓
     - 
     - x
     - 
     - 
     - 
     - 
   * - Contrast
     - x
     - x
     - ✓
     - 
     - x
     - 
     - x
     - 
     - 
   * - Crop
     - 
     - x
     - 
     - 
     - x
     - 
     - 
     - 
     - 
   * - CropAndPad
     - x
     - x
     - 
     - 
     - 
     - 
     - 
     - 
     - 
   * - Cutout
     - x
     - x
     - ✓
     - 
     - 
     - 
     - 
     - 
     - 
   * - ElasticTransform
     - x
     - x
     - 
     - 
     - 
     - 
     - x
     - 
     - 
   * - Emboss
     - x
     - x
     - 
     - 
     - 
     - 
     - 
     - 
     - 
   * - Equalize
     - x
     - x
     - x
     - 
     - 
     - 
     - 
     - 
     - 
   * - Fog
     - x
     - x
     - 
     - 
     - 
     - 
     - x
     - 
     - 
   * - GaussianBlur
     - x
     - x
     - ✓
     - 
     - 
     - 
     - x
     - 
     - 
   * - GaussianNoise
     - 
     - x
     - 
     - 
     - 
     - 
     - x
     - 
     - 
   * - GlassBlur
     - x
     - 
     - 
     - 
     - 
     - 
     - x
     - 
     - 
   * - Grayscale
     - 
     - x
     - ✓
     - 
     - x
     - 
     - 
     - 
     - 
   * - HidePatch
     - 
     - 
     - 
     - 
     - 
     - 
     - 
     - 
     - x
   * - HorizontalFlip
     - x
     - x
     - ✓
     - x
     - x
     - 
     - 
     - 
     - 
   * - ImpulseNoise
     - 
     - x
     - 
     - 
     - 
     - 
     - x
     - 
     - 
   * - Invert
     - x
     - x
     - ✓
     - 
     - 
     - 
     - 
     - 
     - 
   * - JpegCompression
     - x
     - x
     - 
     - 
     - 
     - 
     - x
     - 
     - x
   * - KeepSizeCrop
     - 
     - 
     - 
     - 
     - 
     - 
     - 
     - 
     - x
   * - Lambda
     - x
     - x
     - x
     - 
     - x
     - 
     - 
     - 
     - 
   * - MedianBlur
     - x
     - x
     - 
     - 
     - 
     - 
     - 
     - 
     - 
   * - MotionBlur
     - x
     - x
     - 
     - 
     - 
     - 
     - x
     - 
     - 
   * - Normalize
     - x
     - 
     - 
     - 
     - 
     - x
     - 
     - 
     - 
   * - OverlayText
     - 
     - 
     - 
     - 
     - x
     - 
     - 
     - 
     - x
   * - Pad
     - 
     - x
     - ✓
     - 
     - x
     - x
     - 
     - 
     - 
   * - PerspectiveTransform
     - 
     - x
     - 
     - 
     - x
     - 
     - 
     - 
     - 
   * - PiecewiseAffine
     - x
     - x
     - 
     - 
     - 
     - 
     - 
     - 
     - 
   * - Pixelization
     - 
     - 
     - 
     - 
     - x
     - 
     - x
     - 
     - 
   * - Posterize
     - 
     - x
     - 
     - 
     - 
     - 
     - 
     - 
     - 
   * - RandomCrop
     - x
     - x
     - ✓
     - 
     - 
     - x
     - 
     - 
     - 
   * - RandomGrayscale
     - 
     - 
     - ✓
     - 
     - 
     - 
     - 
     - 
     - 
   * - RandomResizedCrop
     - x
     - 
     - ✓
     - 
     - 
     - 
     - 
     - 
     - 
   * - RandomSizedCrop
     - x
     - 
     - ✓
     - 
     - 
     - 
     - 
     - 
     - 
   * - Resize
     - x
     - x
     - ✓
     - 
     - x
     - x
     - 
     - 
     - 
   * - Rotate
     - x
     - x
     - ✓
     - x
     - x
     - x
     - 
     - 
     - 
   * - Saturation
     - x
     - x
     - ✓
     - 
     - x
     - 
     - x
     - 
     - 
   * - Scale
     - 
     - 
     - ✓
     - 
     - x
     - 
     - 
     - 
     - 
   * - Sharpen
     - x
     - x
     - ✓
     - 
     - x
     - 
     - 
     - 
     - 
   * - ShotNoise
     - 
     - 
     - 
     - 
     - 
     - 
     - x
     - 
     - 
   * - Snow
     - x
     - 
     - 
     - 
     - 
     - 
     - x
     - 
     - 
   * - Solarize
     - x
     - x
     - ✓
     - 
     - 
     - 
     - 
     - 
     - 
   * - Superpixels
     - x
     - x
     - 
     - 
     - 
     - 
     - 
     - 
     - 
   * - TextFlow
     - 
     - 
     - 
     - 
     - 
     - 
     - 
     - 
     - x
   * - VerticalFlip
     - x
     - x
     - ✓
     - x
     - x
     - 
     - 
     - 
     -