Beyond Research Papers: Mastering Real-Time Pose Estimation on iOS

Moving AI from research to production requires prioritizing hardware optimization over theoretical accuracy, making Apple's native Vision framework the superior choice for real-time apps. Developers must implement custom confidence thresholds and temporal smoothing to handle real-world challenges like joint occlusion during intense athletic movements.