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![slide](doc/source/_static/logo.png)
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[![PyPI version](https://badge.fury.io/py/solt.svg)](https://badge.fury.io/py/solt)
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[![CI](https://github.com/Oulu-IMEDS/solt/actions/workflows/ci.yaml/badge.svg?branch=master&event=push)](https://github.com/Oulu-IMEDS/solt/actions/workflows/ci.yaml)
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[![codecov](https://codecov.io/gh/Oulu-IMEDS/solt/branch/master/graph/badge.svg?token=tEqWMIZSrW)](https://codecov.io/gh/Oulu-IMEDS/solt)
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[![CI](https://github.com/imedslab/solt/actions/workflows/ci.yaml/badge.svg?branch=master&event=push)](https://github.com/imedslab/solt/actions/workflows/ci.yaml)
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[![codecov](https://codecov.io/gh/imedslab/solt/branch/master/graph/badge.svg?token=tEqWMIZSrW)](https://codecov.io/gh/imedslab/solt)
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[![License](http://img.shields.io/badge/license-MIT-brightgreen.svg?style=flat)](LICENSE.md)
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[![DOI](https://zenodo.org/badge/143310844.svg)](https://zenodo.org/badge/latestdoi/143310844)
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## Description
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A data augmentation library for Deep Learning that supports images, segmentation masks, labels, and keypoints.
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Furthermore, SOLT is fast and has OpenCV in its backend.
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Full auto-generated docs and examples are available at [https://oulu-imeds.github.io/solt/](https://oulu-imeds.github.io/solt/).
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Full auto-generated docs and examples are available at [https://imedslab.github.io/solt/](https://imedslab.github.io/solt/).
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## Features
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```
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You can fetch the most fresh changes from this repository:
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```
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pip install git+https://github.com/MIPT-Oulu/solt
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pip install git+https://github.com/imedslab/solt
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```
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## Benchmark

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