Upload ordinary movement video
Start from a standard clip with no markers, suits, or dedicated lab capture hardware required.
Markerless biomechanics from video
Upload video. Visualize motion. Export biomechanics signals.
Movision Labs helps students, educators, and researchers turn ordinary movement video into fitted skeletal visualization, kinematics, model-derived kinetics, and exportable data in one focused browser workspace.
No physical markers required
Kinematics and kinetics from ordinary video
Export images and signal data
Real app output
Generate biomechanics signals
Review skeletal motion, joint angles, velocities, angular velocities, estimated forces, moments, and power-related outputs.
Download images and data
Save scene images, plot captures, visualization video, and signal data for teaching, reporting, or further analysis.
Real analysis proof
One movement, four usable outputs.
These are real assets from the same movement sequence: the raw clip, the fitted skeletal overlay, the force-overlay view, and the exported signal artifact that leaves the browser with you.
Source video
Start with the original clip
Work from ordinary movement footage before any overlay or interpretation is added.
Fitted skeleton
Inspect model fit in motion
Use the skeletal overlay to judge timing, posture, and segment motion against the visible action.
Force context
Add model-derived kinetics
Estimated forces and overlay context can be reviewed alongside the same movement when the question calls for it.
Signal export
Leave with usable evidence
Export signal data when you need a plot, table, or downstream workflow outside the live analysis view.
How it works.
A short four-step workflow turns ordinary movement video into movement review, model-derived biomechanics signals, and export-ready outputs.
1. Upload ordinary movement video
Upload a movement video directly in the browser.
2. Process skeletal data and biomechanics signals
Process markerless skeletal data and model-derived biomechanics outputs without physical markers.
3. Visualize motion, kinematics, and kinetics
Inspect pose overlays, joint centers, joint angles, velocities, forces, moments, and power-related signals.
4. Export images and signal data
Export scene images and signal data for teaching, research, or further analysis.
See what Movision exports.
Movision Labs gives users visual movement analysis plus exportable outputs they can interpret, document, and take into downstream coursework or research workflows.
Movement review
Inspect the source clip with fitted skeletal visualization, playback controls, and frame-by-frame timing context.
Kinematics
Work from joint angles, velocities, angular velocities, and related time-series signals that help describe motion.
Model-derived kinetics
Inspect estimated forces, joint moments, external loads, power metrics, and joint-center outputs with appropriate context.
Exportable artifacts
Save scene images, plot captures, visualization video, and downloadable signal data for class, lab, or follow-up analysis.
Educator workflow
A movement-analysis lesson that holds together in one class session.
Movision Labs works best when students move from a visible question to one interpretable signal, then export the evidence they need to explain what they saw.
Pick one movement question
Start with a task students can answer from one or two signals, not a giant dashboard of everything at once.
Check the fit before the graph
Have students compare the source clip and fitted skeleton first so they understand what the signal is actually built from.
Interpret one peak carefully
Use the plot and the video together to explain when the important event happens and what the body is doing at that moment.
Export the evidence
Save an image, plot, or CSV so the discussion can continue in a report, lab worksheet, or classroom comparison.
Built for the way movement gets learned, taught, and studied.
Movision Labs supports coursework, classroom demonstrations, lab activities, and research-oriented review without asking users to start in a motion-capture lab.
Learn biomechanics with real movement data
Open the app, upload videos, visualize movement, and connect what you see on screen to kinematics and kinetics for coursework or self-study.
Open appBring video-based biomechanics into class
Use Movision Labs to demonstrate motion, estimated forces, joint moments, and power metrics with a workflow that students can follow on their own.
Browse teaching articlesMove from video to exportable biomechanics signals
Use a practical workflow to process movement videos, visualize skeletal and kinetic outputs, and export signal data for downstream review.
Contact usFAQ.
Clear answers about free access, exports, teaching, and responsible interpretation.
Is Movision Labs free to use?
Yes. The public Movision Labs app is currently available as a free educational biomechanics product for students, educators, and researchers.
What can Movision Labs estimate?
Movision Labs can generate model-derived outputs such as 3D joint centers, joint angles, velocities, angular velocities, estimated ground reaction forces, joint moments, external loads, power metrics, and signal exports.
Does it provide kinematics and kinetics?
Yes. The app is designed for markerless skeletal visualization plus kinematic and model-derived kinetic signals for teaching and research workflows.
Can I export signal data?
Yes. Movision Labs supports image export, signal export, and video-based visualization review within the browser workflow.
Can I use this for teaching?
Yes. The app and blog are designed to help instructors demonstrate movement analysis workflows, interpretation, and export steps in class.
Can I use this for research?
Yes. Researchers can use the app to move from movement video to exportable model-derived signals for further review and analysis.
Do I need markers or special cameras?
No physical markers are required. Movision Labs is designed to work from ordinary movement video.
Are force and moment outputs estimated?
Yes. Force, moment, load, and power outputs are estimated or model-derived unless directly measured by external hardware. They should be interpreted with appropriate context and assumptions.
Journal
Learn biomechanics and computer vision through real movement examples.
The Movision Labs journal is built as a learning library: foundational biomechanics, computer vision concepts, recording choices, and careful signal interpretation for people using video to study movement.
Biomechanics basics
Kinematics vs. kinetics, without the fog
A clear guide to what each category describes and why the distinction matters when reading movement data.
Computer visionHow pixels become movement data
A clear explanation of landmarks, segmentation, model fitting, and signal export.
RecordingChoosing a good video angle
Practical guidance for recording clips that are easier to inspect and interpret.
Signal exportWhat exported movement signals can show
A careful guide to reading exported signals without overclaiming what the model knows.
Open Movision Labs and start analyzing movement.
The app runs directly in the browser and gives students, educators, and researchers one focused workspace for video-based biomechanics analysis.