Bio-Volumentations
Image augmentation package for 3D/4D + channels volume data inspired by albumentations.Main assumption is that the channel is first dimension and afterwards there are spatial dimensions and optionally time if image is 4D.
If input/image is 3D image without channels, then Compose automatically increase input by one dimension which represents one channel. It is recommended to use transformations inside Compose.
Project Info
GitLab repository : https://gitlab.fi.muni.cz/xsulan/volumentations-biomedicine/License: MIT
Installation
You can use pip to install bio-volumentations :pip install bio-volumentations
And import to your project as :
import bio_volumentations as biovol
Demo
You can use this Google Colaboratory notebook toContents: