AI-Driven Posture Assessment and Feedback System for Remote Fitness Coaching Using MediaPipe

Abstract

This project is a fitness management system designed as a RESTful API backend, providing facilities such as personalized workout and diet plan, exercise guidance, and user progress tracking. It includes many modules such as user authentication, profile management and workout session management (start, end and history of the workout), exercise catalog with instructional content, diet planning and history of the exercise and the diet plan and it also provides the analytical progress reports on key fitness metrics such calories burnt, reps count and the accuracy trends after the workout. The system protects user and administrator privacy by providing secure connections and access through role-based restrictions and authentication middleware It aims to improve customers' fitness journeys by providing personalised meal planning, comprehensive exercise instructions, and educational exercise and health progress that is accessible through certified API endpoints.