Deep Learning Dictionary - Lightweight Crash Course

Data Augmentation - Deep Learning Dictionary

Data augmentation is the process of creating new, augmented data samples by making reasonable modifications to existing training data. These new samples are typically added to the training set.

We perform data augmentation during the data pre-processing step that occurs prior to training. For images, data augmentation can be implemented with numerous modification techniques, such as: