Camera-Based Movement Analysis for Real-Time AI Coaching
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Solution Overview
Problem
Conventional systems fail to adequately analyze a user's movements and posture in real time, leading to insufficient provision of appropriate advice.
Innovation Solution
A system comprising a camera unit, analysis unit, and provision unit that captures and analyzes a user's movements and posture in real time, using generative AI to provide real-time advice for skill improvement.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If conventional chatbot systems are used, then text-based interaction is simple, but real-time movement and posture analysis capability is insufficient
Solution Approach 1:
The patent merges a camera unit for capturing movements with a language model for analysis, combining visual data collection and textual analysis capabilities into a single integrated system that provides comprehensive real-time feedback
Solution Approach 2:
The patent introduces a prompt as an intermediary element that translates camera-captured movement data into a format suitable for language model analysis, enabling the system to process visual information through natural language processing
2Loss of time
If real-time analysis is implemented, then feedback timeliness is improved, but processing speed requirements increase
Solution Approach 1:
The patent performs preliminary encoding of camera data into prompt format before language model processing, preparing the data in advance to enable faster real-time analysis and reduce processing delays during actual movement assessment
Data Source
AI summary
A system according to an embodiment comprises a camera unit, an analysis unit, and a provision unit. The camera unit captures the user's movements. The analysis unit analyzes data captured by the camera unit. The provision unit provides real-time advice based on the analysis results obtained by the analysis unit.