AI-Powered Meal and Diet Recommandation System

An AI-Powered Meal and Diet Planner is a digital health assistant that uses artificial intelligence to design, manage, and adapt personalized nutrition plans based on an individual's unique data.Unlike traditional "onesize-fits-all" diet plans, these systems utilize data-driven algorithms to provide dynamic, context-aware dietary guidance.This survey explores the evolution of AI-powered diet and meal recommendation systems, moving from basic rule-based models to sophisticated deep learning and Generative AI frameworks.We analyse how these systems integrate personal health data, biomarkers, and user preferences to provide precision nutrition.