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Pose estimation

Also known as: keypoint detection, skeleton tracking

A computer-vision technique that locates the body's joints in each frame of a video.

Why it matters

Pose estimation is the technology that makes phone-based gait analysis possible at all — understanding how it works helps you judge how much to trust the numbers it produces.

What it means

FormStride uses TensorFlow.js MoveNet to track 17 body keypoints (ankles, knees, hips, shoulders, elbows, wrists, ears, eyes, nose) per frame, then derives biomechanical metrics from their trajectories. Accuracy depends heavily on video quality: a clean side-on angle, steady frame rate, and good lighting all reduce noise in keypoint tracking and make the derived metrics more trustworthy.