Downloadable computer software for analyzing digital images of food to estimate portion sizes, volumes, and nutritional content; Downloadable computer programs using artificial intelligence (AI) for automated dietary assessment and nutritional analysis; Downloadable software in the nature of a mobile application for food recognition and nutritional tracking; Downloadable computer software for image-based scale calibration using machine-readable markers