MOTION & POSE ANALYSIS
Understand How the Body Moves, From Video Alone
Pose-estimation models that track body position and movement from ordinary video, turning motion into data you can measure, score, and compare, no motion-capture suit required.
Let's ConnectJudging How a Body Moves Used to Take a Lab or an Expert's Eye
Assessing movement, form, range, symmetry, repetitions, has traditionally meant one of two things: an expert watching and judging by eye, which is subjective and doesn't scale, or an expensive motion-capture rig that only works inside a lab. Most teams get neither consistently.
We build pose estimation that works from ordinary video. It locates the body's keypoints in every frame, then derives joint angles, ranges of motion, symmetry, timing, and repetition counts, the same way on every clip regardless of who recorded it.
The result is objective movement analysis from any camera, at scale, ready to apply anywhere how a body moves actually matters, from training and rehabilitation to workplace ergonomics and safety.
From a Video Clip to Movement Metrics You Can Score and Compare
Define the Movements
We agree on the movements to analyze and the metrics, angles, reps, symmetry, tempo, that separate good from bad.
Set the Reference
We establish what correct movement looks like, from expert input or annotated examples, to measure everything against.
Train & Tune Pose Tracking
We adapt pose estimation to your camera angles, clothing, and conditions so keypoints stay accurate in the real world.
Deliver Metrics & Feedback
We turn the tracked motion into the scores, counts, and feedback your users or team will actually see.
You get objective, repeatable movement analysis from ordinary video, replacing subjective eyeballing and lab-only equipment with metrics anyone can capture.
Body Keypoint Estimation
We locate joints and body landmarks in each frame, building a full skeleton from plain video.
Movement & Range Analysis
We derive joint angles, ranges of motion, and left-right symmetry from the tracked skeleton over time.
Repetition Counting
We count reps and segment movements automatically, so no one has to sit there tallying by eye.
Form & Technique Scoring
We compare movement against a reference to score form and flag deviations objectively.
Timing & Tempo Metrics
We measure how fast and how smoothly a movement happens, not just whether it happened at all.
Runs on a Phone Camera
We build it to work from everyday video, so no motion-capture hardware stands in the way.
How we work
Discovery & Feasibility
We start with your goals, data, and constraints, then pressure-test where AI actually adds value. You get a clear scope, success metrics, and a realistic plan before any model is built.
Build, Train & Integrate
We build, train, and evaluate the solution against your real data, then wire it into your existing systems and workflows. Regular checkpoints mean no black boxes, just steady, measurable progress.
Deploy, Monitor & Improve
After rigorous testing for accuracy, safety, and performance, we ship to production. Post-launch we monitor quality, retrain as your data shifts, and keep the system accurate, secure, and improving.
AI-Enabled Delivery
We build on pretrained pose-estimation models and skeletal-tracking libraries so we start from accurate body tracking, then spend our time on the movement logic that's specific to you.
Pretrained Pose Estimators
accurate body keypoints without training from scratch
Skeletal Tracking Libraries
follow joints smoothly across frames
Biomechanical Angle Extraction
turns keypoints into joint angles and ranges
Movement Segmentation Models
split a clip into individual reps and phases
On-Device Inference
runs pose tracking on a phone for instant feedback
Why OrganByte
No Special Hardware
We work from standard video, so analysis happens on the cameras people already have in hand.
Objective, Not Subjective
We turn how a body moves into consistent numbers, removing the guesswork of a human judgment call.
Tuned to Real Conditions
We adapt to your angles, lighting, and clothing, the things that quietly wreck out-of-the-box pose models.
Privacy-Conscious by Design
We can analyze movement from skeletal data and discard the raw footage, keeping personal video out of storage.
500+
projects delivered by OrganByte
100%
of movement metrics derived the same way on every clip
Every
rep counted and every angle measured automatically
FAQS about Motion & pose analysis
A pose-analysis pipeline that turns video into movement metrics, the scoring or feedback logic on top of it, and an API or app to deliver it.
Usually six to ten weeks, depending on how many movements you analyze and how much reference data is needed to define correct form.
A fixed fee scoped to the movements analyzed, the reference work involved, and where it needs to run, agreed upfront.
A library hands you raw keypoints and stops. We build the movement logic on top, joint angles, reps, and form scoring, tuned to your conditions, which is where the real work and value sit.
Yes. You own the pipeline and the models, and we deliver it as an API or SDK that embeds into your existing app or workflow.
Ready to Turn Movement Into Something You Can Measure?
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