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albumentations 2.0.8

Fast, flexible, and advanced augmentation library for deep learning, computer vision, and medical im

08-09-2021 337 words 2 minutes 0 views

Contents

Fast, flexible, and advanced augmentation library for deep learning, computer vision, and medical imaging. Albumentations offers a wide range of transformations for both 2D (images, masks, bboxes, keypoints) and 3D (volumes, volumetric masks, keypoints) data, with optimized performance and seamless integration into ML workflows.

15267 Stars :star:

Stars: 15267, Watchers: 15267, Forks: 1705, Open Issues: 0

The albumentations-team/albumentations repo was created 7 years ago and the last code push was 7 months ago.
The project is extremely popular with a mindblowing 15267 github stars!

How to Install albumentations

You can install albumentations using pip

pip install albumentations

or add it to a project with poetry

poetry add albumentations

Package Details

Author

Vladimir Iglovikov

License

MIT License

    Copyright (c) 2017 Vladimir Iglovikov, Alexander Buslaev, Alexander Parinov,
    
    Permission is hereby granted, free of charge, to any person obtaining a copy
    of this software and associated documentation files (the &#34;Software&#34;), to deal
    in the Software without restriction, including without limitation the rights
    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
    copies of the Software, and to permit persons to whom the Software is
    furnished to do so, subject to the following conditions:
    
    The above copyright notice and this permission notice shall be included in all
    copies or substantial portions of the Software.
    
    THE SOFTWARE IS PROVIDED &#34;AS IS&#34;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
    SOFTWARE.
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Homepage

None

PyPi:

https://pypi.org/project/albumentations/

GitHub Repo:

https://github.com/albumentations-team/albumentations