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Oct 13, 2023 · Artificial Intelligence

Top 10 Python Libraries for Data Augmentation in Machine Learning

This article introduces ten popular Python libraries—Augmentor, imgaug, albumentations, nlpaug, textaugment, pytorch‑geometric, audiomentations, nlpaugment, keras‑augment, and OpenCV—that provide powerful image, text, audio, and graph data augmentation techniques to improve model generalization and robustness.

Image ProcessingPythonaudio augmentation
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Top 10 Python Libraries for Data Augmentation in Machine Learning