@article{theeffectivenessofdataaugmentationin,
  title = {The Effectiveness of Data Augmentation in Image Classification using Deep Learning},
  author = {Luis Perez and Jason Wang},
  year = {2017},
  eprint = {1712.04621},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1712.04621v1},
}