mdbloice/Augmentor
Image augmentation library in Python for machine learning.
Provides framework-agnostic pipeline-based augmentation with stochastic probability controls and multi-threading support for efficient batch generation. Supports synchronized augmentation of ground truth masks and segmentation labels through dedicated `Pipeline` and `DataPipeline` classes. Includes generators for Keras and PyTorch integration, enabling on-the-fly augmentation during model training without disk I/O.
5,145 stars and 10,219 monthly downloads. No commits in the last 6 months. Available on PyPI.
Stars
5,145
Forks
875
Language
Python
License
MIT
Category
Last pushed
Mar 21, 2024
Monthly downloads
10,219
Commits (30d)
0
Dependencies
4
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