AgaMiko/data-augmentation-review resource

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

1639 stars · 206 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated list of data augmentation resources covering libraries, GitHub repos, and papers across images, NLP, audio, time series, graphs, and gene expression. It also surveys augmentation policies like AutoAugment and related challenges, workshops, and tutorials.

Use cases

• find data augmentation libraries for image classification
• learn augmentation techniques for NLP text data
• discover audio augmentation methods for speech models
• find papers on AutoAugment and augmentation policies
• research graph data augmentation approaches
• find resources for augmenting time series data

When to choose

• you need a survey of augmentation techniques and papers across modalities
• you are researching which augmentation library to adopt
• you want a starting point for learning about data augmentation

When to avoid

• you need a runnable augmentation tool rather than a reference list
• you need production-ready, maintained software

Facets

learning-resource · maturity maintenance

machine-learning data-generation image-processing audio-processing nlp machine-learning data-science computer-vision tutorials cross-platform awesome-list data-augmentation survey papers autoaugment style-transfer gan natural-language-processing audio

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markdown · JSON · MCP: product_card(name="AgaMiko/data-augmentation-review")