A survey of synthetic data augmentation methods in computer vision

Alhassan Mumuni, Fuseini Mumuni, Nana Kobina Gerrar

The standard approach to tackling computer vision problems is to train deep convolutional neural network (CNN) models using large-scale image datasets which are representative of t…