Repository Used for Training ResNet 18 Models on CIFAR100 in Google COLAB. Extension of code used from original mixup paper.
This extended previous code to allow for models to be trained using:
- mixup (from https://arxiv.org/abs/1710.09412).
- adversarial training using FGSM (from https://arxiv.org/abs/1412.6572).
- adversarial training using PGD (from https://arxiv.org/pdf/1706.06083).
- Vertical and Horizontal Translations (related to https://arxiv.org/abs/1805.12177).