augmentation topic

List augmentation repositories

audiomentations

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A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

pydiogment

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:mega: Python library for audio augmentation

Review materials for the TWiML Study Group. Contains annotated versions of the original Jupyter noteboooks (look for names like *_jcat.ipynb ), slide decks from weekly Zoom meetups, etc.

albumentations

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Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

abyss

317
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abyss - augmentation of Hexrays decompiler output

FMix

330
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Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

volumentations

214
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Library for 3D augmentations

imgaug

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Image augmentation for machine learning experiments.

caer

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High-performance Vision library in Python. Scale your research, not boilerplate.

color-matcher

367
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automatic color-grading