Table 13 The comparison of data augmentation experiments
From: Deep convolutional neural network based medical image classification for disease diagnosis
Model | Accuracy without augmentation | Accuracy with augmentation |
|---|---|---|
ORB and SVM | 0.74 | 0.776 |
VGG16 | 0.883 | 0.923 |
INV3 | 0.844 | 0.875 |
Caps Net | 0.774 | 0.856 |