Properties¶

Property APIs¶

beacon_aug.properties.isAntiAliasing(BA_operator, library, interpolation, **kwargs)[source]¶

Check if op is anti aliasing. source Paper Whether or not the operator is anti-alising depends on the PSNR between original and rescaled images

Contributed by Richard Zhang,

e.g.

import beacon_aug as BA
BA.properties.isAntiAliasing(BA.Resize, library= "torchvision",interpolation = "linear" )

beacon_aug.properties.isOpDifferentiable(op=None, size: Iterable[int] = (2, 3, 8, 8), device: str = 'cpu')[source]¶

Check if op is differentiable. source

Contributed by Yannick Hold-Geoffroy

e.g.

import beacon_aug as BA
BA.properties.isOpDifferentiable(op=BA.RandomCrop(library="torch"))

beacon_aug.properties.library_attributes(BA_operator, image_data=None, **kwargs)[source]¶

Visualize the augmentation result comparision to all available libraries

e.g.

import beacon_aug as BA
attributes_result = library_attributes(BA.Add)

beacon_aug.properties.set_seed(seed)[source]¶: Set Random seed to control the replication of transformations