Usaugment

What's Changed
* Add URLs to arXiv and Binder and add citation information by adamtupper in https://github.com/adamtupper/usaugment/pull/1

New Contributors
* adamtupper made their first contribution in https://github.com/adamtupper/usaugment/pull/1

**Full Changelog**: https://github.com/adamtupper/usaugment/compare/v1.0.0...v1.0.1

What's Changed
* Add URLs to arXiv and Binder and add citation information by adamtupper in https://github.com/adamtupper/usaugment/pull/1

New Contributors
* adamtupper made their first contribution in https://github.com/adamtupper/usaugment/pull/1

**Full Changelog**: https://github.com/adamtupper/usaugment/compare/v1.0.0...v1.0.1

The initial release of USAugment includes these augmentations:

- **DepthAttenuation** ([Østivk et al., 2021](https://ieeexplore.ieee.org/abstract/document/9335592))
- **GaussianShadow** ([Smistad et al., 2018](https://www.spiedigitallibrary.org/journals/journal-of-medical-imaging/volume-5/issue-4/044004/Highlighting-nerves-and-blood-vessels-for-ultrasound-guided-axillary-nerve/10.1117/1.JMI.5.4.044004.short))
- **HazeArtifact** ([Østivk et al., 2021](https://ieeexplore.ieee.org/abstract/document/9335592))
- **SpeckleReduction** ([Østivk et al., 2021](https://ieeexplore.ieee.org/abstract/document/9335592))

For more details, see the [Documentation](https://github.com/adamtupper/usaugment/wiki)

**Full Changelog**: https://github.com/adamtupper/usaugment/commits/v1.0.0