Well, Actually, Your Golf Swing Is Now Being Judged by a Machine on X
A computer vision system is being discussed for real-time golf swing analysis on X. The tool would provide immediate feedback using video analysis rather than requiring specialized hardware.
This illustrates how pose estimation and motion tracking have matured enough for consumer sports applications. You should recognize that your phone's camera is now a viable sensor for biomechanical feedback, not merely a recording device.
Developers are discussing this capability on X. No specific company or individual is named in the source. The underlying computer vision techniques draw from open-source pose estimation research.
Step 1: Record a video of your golf swing from a stable, perpendicular angle using your phone's native camera app. Step 2: Upload the video to a free pose estimation tool such as MoveNet through TensorFlow's web demo or a similar consumer-accessible movement analysis platform. Step 3: Review the joint tracking output to identify hip and shoulder rotation angles at key positions, comparing your frame-by-frame posture to professional swing references available on YouTube.