Apatite to Zircon, Inc. is a geological services firm that provides services analyzing grains of apatite crystals from rocks. Previously, apatite grain analysis had been completed by hand. Our team researched and improved upon existing automation techniques by using a number of image-processing and machine-learning algorithms. These automation techniques will make it easier for Apatite to Zircon, Inc. to analyze apatite grains and to educate new geologists.