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Augmented Real-World Data

Data augmentation pipelines, image and text augmentation, and domain randomization.

6 subtypes

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Subtypes

What's in augmented real-world data.augmented real-world data.

Synthetic & Augmented Data

Text Augmentation Corpora

Paraphrased and back-translated text — NLP robustness training data.

Synthetic & Augmented Data

Audio Augmentation Data

Pitch-shifted, noise-mixed audio — speech recognition robustness data.

Synthetic & Augmented Data

Domain Randomization Data

Sim-to-real domain randomization datasets — robotics training data.

Synthetic & Augmented Data

Data Augmentation Pipelines

Augmentation libraries and configs — meta-data for ML pipelines.

Synthetic & Augmented Data

Synthetic Label Augmentation

AI-generated labels for unlabeled data — semi-supervised training data.

Synthetic & Augmented Data

Image Augmentation Datasets

Augmented image variations — computer vision robustness data.