Data & Datasets
Data Augmentation
Data & Datasets· Intermediate
Definition
Techniques to artificially expand training dataset size and diversity by creating modified copies of existing data. For images: rotation, flipping, cropping. For text: back-translation, synonym replacement. Reduces overfitting and improves model robustness.
Tags
#diversity#robustness#training#preprocessing
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