AI-Driven Posture Assessment and Coaching for Personalized Exercise Correction

BioAssist’s AI4Pose is a mobile AI system for real-time exercise evaluation and feedback. It combines pose estimation (Mediapipe) with rule-based feedback mechanisms using vector geometry and k-means clustering to analyze postural accuracy. The solution was developed with input from physiotherapists and validated through user testing. The backend uses a Python-based microservice deployed in the cloud capable of handling pose analysis video processing

AI4Pose is a mobile application that evaluates and assists users in performing exercises correctly by analyzing posture and identifying deviations using AI-powered pose estimation. Designed for fitness and rehabilitation contexts it guides users through visual feedback and reports based on machine learning rule generation and geometric analysis.