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albumentations

albumentations is a fast image augmentation library and easy to use wrapper around other libraries.

Features

  • Great fast augmentations based on highly-optimized OpenCV library.
  • Super simple yet powerful interface for different tasks like (segmentation, detection, etc).
  • Easy to customize.
  • Easy to add other frameworks.

Project info

Installation

You can use pip to install albumentations:

pip install albumentations

If you want to get the latest version of the code before it is released on PyPI you can install the library from GitHub:

pip install -U git+https://github.com/albu/albumentations

Demo

You can use this Google Colaboratory notebook to adjust image augmentation parameters and see the resulting images.

.. toctree::
   :hidden:

   self

.. toctree::
   :maxdepth: 2
   :caption: Contents:

   examples
   contributing
   api/index
   probabilities
   writing_tests