FitVerse: AI-Driven Real-Time Fitness & Pose Estimation

FitVerse is an AI-powered fitness platform designed to make smart, affordable, and accessible training available to everyone. It uses advanced computer vision and machine learning techniques to provide real-time exercise tracking, posture correction, and personalized workout and diet recommendations through a user-friendly web interface. By integrating technologies like MediaPipe and MoveNet, the system accurately detects body landmarks, calculates joint angles, and delivers instant feedback to help users maintain proper form during workouts, reducing the risk of injury and improving performance.FitVerse addresses major limitations of traditional fitness systems, such as expensive personal trainers, limited accessibility, and lack of real-time guidance. It features an exercise classification model built using Random Forest, achieving around 85-87% accuracy in identifying activities like squats and push-ups. Additionally, the platform includes a smart recommendation engine that adapts workouts based on user progress and a performance tracking dashboard that monitors fitness improvements over time, making it a complete, efficient, and intelligent fitness solution.