image-statistics-matching
autoalbument
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| image-statistics-matching | autoalbument | |
|---|---|---|
| 1 | 1 | |
| 24 | 195 | |
| - | 2.6% | |
| 2.1 | 0.0 | |
| almost 2 years ago | over 2 years ago | |
| Python | Python | |
| MIT License | MIT License |
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image-statistics-matching
autoalbument
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[P] Albumentations 1.0 is released (a Python library for image augmentation)
We started to implement differentiable augmentations as a part of AutoAlbument (a tool that automatically searches for the best augmentation policies for your data) - https://github.com/albumentations-team/autoalbument, it is more a research project.
What are some alternatives?
albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
cvlib - A simple, high level, easy to use, open source Computer Vision library for Python.
YOLO-Mosaic - Perform mosaic image augmentation on data for training a YOLO model
tfaug - tensorflow easy image augmentation package
imgaug - Image augmentation for machine learning experiments.
auto-blog-banner - 🌌 A Python script to generate blog banners from command line.
ttach - Image Test Time Augmentation with PyTorch!
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.