Increase the Diversity of Your Dataset with Data Augmentation
David J. Paper · Apress eBooks · 2021
We guide you in the creation of augmented data experiments to increase the diversity of a training set by applying random (but realistic) transformations. Data augmentation is very useful for small datasets because deep learning models crave a lot of data to perform well.