albumentations is a fast image augmentation library and easy to use wrapper around other libraries.
- 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.
- GitHub repository: https://github.com/albu/albumentations
- License: MIT
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
You can use this Google Colaboratory notebook to adjust image augmentation parameters and see the resulting images.
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.. toctree:: :maxdepth: 2 :caption: Contents: examples contributing api/index probabilities writing_tests