STop Obesity Platform (STOP) project aims to build an innovative platform to support persons with obesity with better nutrition under the supervision of healthcare professionals. STOP Fitness Manager supports users in the task of creating and managing their fitness data. They consist of several modules that help to manage users’ activities, exercises, food and water consumption, and weights.