The four benefits in order of impact: 1. Prevents overfitting (the big one)
2. Adversarial robustness
3. Augments small datasets
4. Softer decision boundaries Used by experts. Skipped by most novices. Don't be a novice.
Four Benefits of Data Augmentation: Overfitting, Robustness, Small Data, Soft Boundaries
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