1. A computing device for calibrating an imaging device comprising: a. a processor; and b. an application for utilizing the processor to generate calibration settings for the imaging device from an image and a training data set, wherein the training data set is determined before the calibration, wherein the calibration settings are computed using recursive linear regression.