Metadata-Version: 2.1
Name: image_augmentation
Version: 0.0.4
Summary: multidim_image_augmentation provides Tensorflow operations for 2D & 3D image augmentation.
Home-page: https://github.com/google-deepmind/multidim-image-augmentation/
Author: Google Inc.
Author-email: opensource@google.com
License: Apache 2.0
Keywords: tensorflow custom op machine learning image augmentation 3d
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Software Development :: Libraries
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: tensorflow>=2.16.1
Requires-Dist: six>=1.10.0
Requires-Dist: numpy>=1.20.0
Requires-Dist: absl-py==2.1.0

# Multidimensional (2D and 3D) Image Augmentation for TensorFlow

This package provides TensorFlow Ops for multidimensional volumetric image
augmentation.

## Install from pip
```shell
pip install image-augmentation
```

## Build from source

To fetch the code and build it:

```shell
git clone https://github.com/google-deepmind/multidim-image-augmentation.git
cd multidim-image-augmentation/
docker build . -t multidim-image-augmentation
```

To learn more about image augmentation, see the [primer](doc/index.md)

For simple API usage examples, see the python test code.
