We live in a world where most foods and beverages are unhealthy due to their high content of sugars, sodium, fat, among others. Although many of these foods, especially packaged foods (snacks) for children have nutritional information, this is not very clear, and its interpretation is not easy for a normal person. For this reason, HealthCAM is developed. HealthCAM is a mobile application that uses augmented reality and machine learning techniques to detect the type of snack and indicate to the user through a visual warning on the phone's camera in real time the degree of sugar, sodium and fat that the snack has.