This software project provides a framework for the automated processing of large image databases. The original context in which this project was begun was that of a term project for the Math Clinic at the University of Colorado Denver in the spring of 2014. The future objectives of this project include the development of a GUI, addition of supervised and unsupervised machine learning methods, and integration of a scripting engine that will allow users to define how the image processing occurs and how the outputs are stored.