Abstract: An apparatus for calibrating output from an image classifier. The apparatus has an image classifier trained to compute, from an image, confidence values for each of a plurality of skin conditions potentially depicted in the image. The apparatus has a processor to compute a probability score for at least one skin condition by adjusting an associated confidence value using information from an incidence corrected data set which is a plurality of images resampled according to data about an incidence of the skin condition in a population from which the image was captured.

Abstract: Method of processing an image of the skin is disclosed. The method comprises the receipt of skin image data, the generation of simulated images with artificial transformation and the analysis of the simulated images to form a vector from extracted features.

Abstract: Method of processing an image of the skin is disclosed. The method comprises the receipt of skin image data, the generation of simulated images with artificial transformation and the analysis of the simulated images to form a vector from extracted features.