Food is a necessity for human survival, as evidenced by several medical conferences. People today are more concerned with their diet and food choices to prevent developing or existing ailments. In order to prevent obesity and chronic diseases that are linked to dietary consumption, nutrition management is a crucial component of day-to-day life. Due to people's dependence on smart technologies,