Table 6 Data augmentation parameters used during the training stage of the Ex vivo high-resolution spinal cord dataset.
From: Spinal cord gray matter segmentation using deep dilated convolutions
Augmentation | Parameter | Probability |
|---|---|---|
Rotation (degrees) | [−5.0, 5.0] | 0.5 |
Shift (%) | [−0.1, 0.1] | 0.5 |
Scaling | [0.9, 1.1] | 0.5 |
Channel Shift | [−0.3, +0.3] | 0.5 |
Flipping | Horizontal | 0.5 |
Elastic Deformation40 | \(\alpha =30.0\), \(\sigma =4.0\) | 0.3 |
