1. A computer-implemented method for automatic calibration of a magnifying measurement system the method comprising: a) obtaining, an optimized digital image of a reference object comprising at least one standardized landmark feature identifiable by pattern recognition; and b) establishing calibration parameters based on one or more measured attribute of the at least one standardized landmark features, image acquisition settings and image characteristics.