Figure 2
Workflow of the FCNN training and model validation. (a) RIA calculations, showing six rings with their radius in pixels, overlaying a diffraction pattern; RIAs plotted against the bin number/pixel radius. (b) Integrated image and class representation; a cut-out of the integrated image, incorporating all 1600 scan positions, is shown. The color-coded image represents the classes used for the supervised training procedure. The cross that is visible in these images is a result of the tiling of the Medipix3 detector. (c) Supervised training and class predictions of the neural network, colored according to the legend. |