Fig. 4: Predictions from the best model on experimental data.
From: A convolutional neural network for defect classification in Bragg coherent X-ray diffraction
For each example, the probabilities for the 3 classes are shown in the title where blue, red, and green correspond respectively to defect-free, screw, and edge class. Three cross-sections of the 3D CXDP are shown for each example. Using this NN model, all examples are correctly predicted (see green ticks). The CXDPs are on a logarithmic scale to enhance the fringes visibility.
