Metadata-Version: 2.1
Name: aug
Version: 0.2.4
Summary: Augmentation library based on OpenCV.
Home-page: https://github.com/cta-ai/aug
Author: Tomasz Gilewicz
Author-email: tomasz.gilewicz1@gmail.com
License: Apache License 2.0
Keywords: data augmentation artificial synthesis machine learning
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
Requires-Dist: imageio (>=2.5.0)
Requires-Dist: matplotlib (>=3.1.0)
Requires-Dist: numpy (>=1.16.4)
Requires-Dist: opencv-python (>=4.1.0.25)
Requires-Dist: Pillow (>=6.0.0)
Requires-Dist: requests (>=2.22.0)
Requires-Dist: scipy (>=1.3.0)

<div align="center">

# AUG<em>-alpha</em>


[![PyPI Status](https://badge.fury.io/py/aug.svg)](https://badge.fury.io/py/aug)
[![PyPI Status](https://pepy.tech/badge/aug)](https://pepy.tech/project/aug)
[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)

</div>

**AUG is an open source augmentation library based on OpenCV. The repository contains a set of image transformations for data augmentation and artificial data synthesis.** 


##### Major features:

* supports operations on masks and points,
* unified interface - most magnitude coefficients are in the range [0, 1],
* optimized operations,
* reusable blocks of operations, e.g. transfer learning based on augmentation parameters (AutoAugment)
* unique operations compared to imgaug/albumentations,
* Python 3, OpenCV 4.1.





