NCA-GENL - Data Analysis and Visualization - Section 4.1

Enhance datasets through data augmentation.

Enhance training datasets using data augmentation techniques - such as image flipping, cropping, colour jitter, and text paraphrasing - to artificially increase diversity and reduce overfitting. Recognise when augmentation is appropriate, and understand that augmentations must preserve the semantic label of the original sample.

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