Video in. Motion data out.

MovementModeler transforms any video into clean, accurate stick-figure motion and exportable BODY-25 JSON — all on-device.

🔒 On-device processing 🧍 Multi-person tracking 🪄 Smoothing & gap filling

Stick-figure visualization

Turn raw footage into clear motion clips that reveal posture, timing, and form.

Export BODY-25 JSON

Send structured pose data into CV/ML pipelines with zero server setup.

MP4 export

Share clean visualizations for reviews, social, or teaching materials.

MovementModeler demo

See your motion — clearly.

MovementModeler gives you instant visual feedback with clean, stabilized stick-figure motion. Adjust smoothing, track IDs, and confidence thresholds to reveal posture, timing, and form— all without leaving your iPhone.

Perfect for coaching, choreography, biomechanics analysis, or just exploring how movement works.

Simple pipeline from video to data

Video input iPhone Camera • .mp4 • .mov Motion extraction Pose tracking • smoothing Stick‑figure view Multi‑person • ID stability Export BODY‑25 JSON • MP4 All processing on‑device — no uploads, no accounts.

For coaches

Make movement measurable. Review form with stick‑figure clips and share MP4 summaries.

For researchers

Export BODY‑25 JSON for CV/ML workflows. Keep data local for reproducibility and privacy.

For creators & educators

Turn choreography and demos into clear visualizations for lessons, posts, and feedback.