Yoga Pose Detection Engine
Real-time human pose classification using computer vision and lightweight keypoint detection.
Real-time Detection
Automated Feedback
Smooth User Experience
Project Phase
Production Ready
System Deficit (The Problem)
Practitioners lack instant feedback on their posture, which is critical for preventing injuries during workouts.
Technical Architecture
Optimized video frame processing loop integrating MediaPipe's lightweight keypoint detection models for efficient inference.
Engineering Response
I integrated MediaPipe's keypoint detection models with OpenCV to calculate joint angles and compare them against predefined templates.
Verification & Impact
Achieved real-time efficient inference, providing instant posture correction feedback and ensuring a smooth user experience.
Next Steps
Let's build scale.