Dataset in support of the journal paper 'Predictive Visualisation of Fibre Laser Cutting Topography via Deep Learning with Image Inpainting'

This dataset contains: A method figure, examples images for experimental and predicted topography sections, as well as examples for a topography inpainting visualisation cGAN. There is also a demonstration of the application of inpainting to increae the size of experimental topographies, as well as using inpainting to predict the appearance of defects between different cutting speeds. There is also a regression plot comparing experimental and predicted labels for a CNN and a collection of histograms and plots comparing the statistical distributions of experimental and inpainted topographic sections, with their respective numerical datasets.