Training a Neural Network with Augmentation

Data augmentation is an important aspect of training machine learning models. This lesson will cover all the data augmentation classes in the PyTorch Image Model framework.

Data augmentation is a common technique used in machine learning to increase datasets. Typically, we modify the raw samples in multiple ways to create altered copies.

Let’s look at the following illustrations to understand more about data augmentation: