PosePerfect: Integrating HRNet and Gemini Vision Pro for Enhanced Yoga Posture Classification and Posture correction Analysis

This study, named "PosePerfect," introduces the integration of yoga with advanced computer vision techniques, specifically emphasizing precise pose categorization using HRNet and intelligent analysis of posture correction using Gemini Vision Pro. The application of HRNet to the varied YOGA2022 dataset results in a remarkable accuracy of 95.23% for both pose estimation and classification. PosePerfect goes beyond simple categorization by incorporating Gemini Vision Pro to offer immediate, tailored recommendations for correcting posture, representing a notable progression. The meticulously evaluated comprehensive solution not only efficiently categorizes yoga poses but also improves accessibility and customization through web-based applications. The study confirms HRNet’s efficacy in pose classification and underscores the enormous benefits of combining Gemini Vision Pro for intelligent posture correction analysis, improving the entire yoga experience.