ObesityAI — Obesity Level Prediction Web App
ObesityAI is a complete web platform that predicts obesity risk levels using a machine learning model trained on health and lifestyle indicators. Users sign up, log in, and fill out a detailed health assessment form covering factors such as age, height, weight, family history, eating habits, physical activity, water intake, and mode of transportation. The form data is sent to a PHP backend, which forwards it as JSON to a Python Flask API running the trained ML model. The model returns a prediction — such as Normal Weight or Overweight Level II — which is displayed instantly to the user. The system includes full user authentication (sign up/login), a clean form-based UI, and a smooth handoff between the PHP frontend and the Python-based prediction engine.
