MXAimbot is a neural network based tool currently in development, designed to relieve researchers of the task of manually and individually centering their samples in synchrotron beamlines for macromolecular crystallography.
It is a pretty simple CNN trained on a few thousand images from a camera pointed at the loop which holds the samples. These images are annotated with coordinates, height, and width.
Because the other two alternatives are