Table 3 Data augmentation ablation study based on U-Net.

From: Patch-Based convolutional neural networks for multiple microstructural features detection in FIB-SEM micrographs of irradiated nuclear fuel

Model

Accuracy

MDICE

MIOU

W/Data augmentation

97.0

0.84

0.74

W/O Data augmentation

96.1

0.78

0.68