shape.care

Intelligent AI vision system

Objective patient-movement analysis powered by AI models. The system analyses a smartphone camera feed to assess posture, measure joint range of motion, track movement trajectories and automatically count exercise repetitions.

Image and patient-posture analysis

Movement trajectory tracking

A multi-stage AI pipeline (detection → pose estimation → tracking) analyses patient biomechanics in real time. The system detects 17 key body points and tracks their trajectories throughout a recording, enabling precise assessment of movement patterns.

Gait-pattern assessment

Automatic gait-pattern analysis detects asymmetry, movement irregularities and deviations from the norm. By comparing the left and right sides of the body, it identifies compensation and symmetry disorders — important when assessing rehabilitation after lower-limb injuries and joint replacement.

Joint-angle measurement

Precise, contact-free joint range-of-motion measurement based on video analysis. The system automatically calculates angles at the knee, hip, shoulder, elbow and ankle, with video visualisation and comparison over time. It replaces manual goniometry with an objective, repeatable measurement.

Repetition counting and quality assessment

The system automatically recognises the exercise, counts repetitions and assesses every movement using rules developed with physiotherapists. The classification algorithm distinguishes correct and incorrect performance and alerts the patient to errors in real time.

Joint angles over time — analytical chart

The system charts joint angles across video frames, allowing objective comparison of the right and left elbow throughout the exercise.

How does AI vision work?

Three steps from recording to an objective assessment of patient progress.

Prescription and recording

The physiotherapist sends individual recommendations and exercise sets. The patient records the exercise in the mobile app.

AI analysis

AI models analyse the camera feed, assess technique and range of motion, and count repetitions.

Report and review

The therapist receives a reliable, objective record of therapy progress supported by video analysis and automatic data processing.