A small U-net for identifying Neel skyrmions in Lorentz TEM images, as outlined in the paper Simulation-trained machine learning models for Lorentz transmission electron microscopy.
This repository contains a convoloutional neural-net and an example image showing its operation. Simply download the repository and run the Jupyter notebook. Pytorch, scipy, and scikit-image are required packages.