Limitations of data augmentation and outlook
Data augmentation sources are manifold and oftentimes easily available. The main question arising from these sources is whether using them for augmentation purposes will lead to an increase in information and a better basis for decision making. The decision for or against data augmentation is simplified with our guidelines.
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