The ImageNEST function is the root of this program. The runGauntlet program has several precoded instances of ImageNEST. ImageNEST can process images in the 'images' folder by using a Bayesian machine learning algorithm called Nested Sampling to converge on optimum Gaussian Mixture Models (GMMs) for several property histograms of the given image (Y',U,V,Horizontal-Shape, Vertical-Shape). It will output several graphs detailing the work done by the program along with a readout. Several images have been processed and their figures/results have been saved into the 'green-triangle', 'blackcircle', and 'television' folders respectively.

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Kaliel Williamson