Table 6 Comparative experiments of different data augmentation methods on the CIFAR-10 dataset.
Data augmentation methods | Accuracy |
|---|---|
Random horizontal flip | 93.97% |
Random cropping | 93.97% |
Random horizontal flip+Random crop | 94.82% |
Random horizontal flip+Random crop+RandAugment | 93.97% |
Random horizontal flip+Random crop+Roberts edge detection operator | 92.23% |
Random horizontal flip+Random crop+RandAugment+Roberts edge detection operator | 93.10% |
