Systems, methods, and computer-readable medium containing instructions for controlling mining machines. One system includes an image sensor for capturing an image of a cutting face of a mine and interface sensing and control system for obtaining the image, identifying an anomaly in the image, calculating a distance between the anomaly and a reference, and using the distance to automatically instruct a mining machine control system to keep a cutter head of the mining machine within a seam.