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Improving the segmentation of scanning probe microscope images using convolutional neural networks
(The University of Nottingham, 2020-09-01)
Training/Testing images and trained UNet model for the paper "Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks", Farley et al.
Automated Searching and Identification of Self-Organised Nanostructures - Output Images
(The University of Nottingham, 2020-08-05)
A dataset of >5000 variable AFM dewetting images as classified by a machine learning system. This network was trained on specific, automatically labelled simulations of target nanoparticle structures present within the dataset.