Data augmentation is a big thing in applied machine learning. Deep learning practitioners use data augmentation because it works incredibly well. However, deep

Data augmentation is a big thing in applied machine learning. Deep learning practitioners use data augmentation because it works incredibly well. However, deep learning researchers tend to view data augmentation as some kind of dirty trick that wouldn't be necessary if you just had a bigger dataset.