Data Augmentation: Transforming Your Training Data from Meh to Marvelous

Today, we're going to talk about one of my favorite topics: Data Augmentation. Yes, I know, it may sound a bit dry and technical at first, but trust me, this is one of the most exciting and creative aspects of deep learning. So buckle up and let's dive in! First things first, let's define our terms. Data augmentation is a technique used in deep learning to increase the amount of training data by creating new examples from the existing ones.