Practical Guide To Data Augmentation In Computer Vision
4 min readJun 27, 2023
Data augmentation in computer vision is a technique used to artificially expand the size of a training dataset by creating modified versions of images in the dataset. It is a form of regularization and a strategy to prevent overfitting, thus improving the model’s ability to generalize to new data. The idea is to alter the training data in ways that change the array representation while keeping…
