Welcome to Bio-Volumentations’ documentation!
Bio-Volumentations is an image augmentation and preprocessing package for 3D, 4D, and 5D biomedical images.
The library offers a wide range of efficiently implemented transforms for multidimensional images with annotations, an easy-to-use API, and this neat Getting Started guide. The library can be used to manipulate your image data in any context and with any major deep learning library.
Contents:
- Introduction
- Getting Started
- Installation
- Importing
- How to Use Bio-Volumentations?
- Example: Transforming a Single Image
- Example: Transforming Images with Annotations
- Example: Transforming Multiple Targets of the Same Type
- Example: Adding a Custom Transformation
- Example: Using Bio-Volumentations with automatic augmentation frameworks
- Bounding box examples in different formats
- API Reference
- Copyright
The source codes and more details are also available at the project’s GitLab page, code release is available from the project’s GitHub and from PyPI.