data-augmentation topic

List data-augmentation repositories

TransformersDataAugmentation

131
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21
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Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

unsupervised-data-augmentation

147
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9
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Unofficial PyTorch Implementation of Unsupervised Data Augmentation.

mixup-generator

281
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48
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An implementation of "mixup: Beyond Empirical Risk Minimization"

imagecorruptions

382
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61
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Python package to corrupt arbitrary images.

SnapMix

130
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25
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SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)

tsaug

341
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37
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A Python package for time series augmentation

openmixup

650
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59
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CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark