Augmenting Images for Deep Learning

Using Python to augment data by flipping, adjusting brightness, color jitter and random noise

(source: author)

Data collection can be time-consuming, expensive and, honestly, boring. When our ability to collect data is limited, data augmentation can play an important role. It can help us to build a more robust dataset, reduce overfitting and increase the…