AI Movement Analysis

BODY
MOVE
MENT
AI

Point a camera at a dancer, athlete, or practitioner. 33 joints. Real-time. Extract pose data, visualize skeleton tracking, and decode your movement fingerprint — on your own machine, with no cloud required.

Get Early Access See How It Works

LIVE SKELETON PREVIEW — 33 JOINTS

JOINTS 33

FPS 30

CONF 0.92

FRAME 0000

Pose Extraction 33 MediaPipe Joints Hip-Centered Normalization Motion Fingerprint Velocity Heatmap TFLite Inference CSV Export Skeleton Animation Movement Clustering Offline Processing Pose Extraction 33 MediaPipe Joints Hip-Centered Normalization Motion Fingerprint Velocity Heatmap TFLite Inference CSV Export Skeleton Animation Movement Clustering Offline Processing

How It Works

THREE
STEPS.

01 / LOAD

LOAD VIDEO

Drop in any video — dance performance, training session, martial arts, physio session. MP4, AVI, MOV. No upload needed.

cv2.VideoCapture(path)

02 / EXTRACT

EXTRACT POSE

Frame-by-frame AI detection of all 33 MediaPipe landmarks. Confidence scores, X/Y/Z coordinates, visibility data — all captured.

pose.process(rgb_frame)

03 / ANALYSE

ANALYSE & EXPORT

Velocity heatmaps. Movement fingerprints. Style clustering. Hip-centred normalisation. Export clean CSV for any downstream tool.

df.to_csv("DancePose.csv")

Capabilities

BUILT FOR
SERIOUS
WORK.

LIVE SKELETON OVERLAY

Watch the skeleton track in real-time over your video. Adjustable joint confidence threshold, bone thickness, dot size, tracer trails. See what the model sees.

VELOCITY HEATMAP

Per-joint velocity over time. Identify which body parts move most. Find the moments of peak energy, stasis, and transition in any movement sequence.

MOVEMENT CLUSTERING

AI-powered K-means clustering discovers recurring movement patterns automatically. Group frames by similarity, find your signature moves, detect style drift.

CLEAN CSV EXPORT

Every frame, every joint, every coordinate. Structured CSV with frame number, timestamp, X/Y/Z, visibility. Ready for Python, Excel, R, or any analysis tool.

STYLE FINGERPRINT

Mean speed and standard deviation per joint. Quantify what makes a movement style unique. Compare practitioners. Track progression over time.

3D SKELETON VIEWER

Rotate, zoom, step frame by frame through your movement in 3D. Visualise spatial relationships between joints that 2D can't reveal. Export frames as images.

Data Pipeline

FROM VIDEO
TO INSIGHT.

🎥

Input

Video file
MP4 / AVI / MOV

🤖

Detection

MediaPipe
TFLite model

📐

Normalise

Hip-centred
EMA smoothing

📊

Analyse

Velocity / clusters
fingerprint

💾

Export

CSV + overlay
video render

Who It's For

ANY BODY.
ANY PRACTICE.

01 DANCE Analyse choreography, compare performances, track technical development across sessions. Contemporary · Ballet · Hip-Hop

02 MARTIAL ARTS Quantify form, detect power generation sequences, compare student to master technique. Tai Chi · Karate · Capoeira

03 SPORT SCIENCE Biomechanical analysis without expensive lab equipment. Movement efficiency, injury risk detection. Athletics · Rehab · Coaching

04 RESEARCH Structured pose data for academic study. Clean CSV format for statistical analysis in R or Python. Movement Studies · Kinesiology

05 CREATIVE PRACTICE Map movement to sound, generate visualisations, use pose data as input to generative systems. Performance Art · Installation

EARLY
ACCESS
OPEN.

BodyMovementAI is in active development. Join the list to be first in line when we open the desktop app for Windows — and shape what gets built next.

No spam. Just launch updates. Unsubscribe anytime.

Currently available for

Windows 10 / 11

macOS — Coming Soon

Linux — Coming Soon

BODY MOVE MENT AI

THREESTEPS.