Developmental · InfantOn request

Infant general-movements analysis from crib video

ConductVision applies markerless infant pose estimation to General Movements video, quantifying the complexity and variability of spontaneous movement that the Prechtl assessment grades — supporting early developmental research at scale.

conductvisionInfant general movements
movement complexity
What it measures

Objective, exportable metrics

Movement complexity

spatial-temporal richness of motion

Velocity & jerk

distribution across limbs

Variability

amplitude and direction diversity

Fidgety index

small, continuous movement proxy

Digitizes a validated assessment

Prechtl General Movements Assessment

Replaces expert visual GMA rating. Output the score the field already trusts, plus the richer digital metrics behind it — and the recording stays auditable.

Workflow

From video to exportable metrics

1

Record spontaneous movement

Film the infant supine and undisturbed with an overhead or angled camera.

2

Track infant pose

Infant-specific keypoints are estimated and movement signals extracted per limb.

3

Export movement metrics

Complexity, variability, and fidgety-movement proxies export for developmental research.

Research applications

Where teams use it

Early cerebral-palsy risk research
Preterm-infant follow-up cohorts
Neurodevelopmental outcome studies
Scalable GMA support for research networks

Infant general movements — methods & FAQ

Is this a diagnosis?
No. It quantifies the movement features GMA relies on as a research measurement, supporting (not replacing) expert assessment.
Does infant pose really work markerless?
Infant pose differs from adult pose; the pipeline uses infant-appropriate models and is validated per dataset before research use.
What video is needed?
A few minutes of undisturbed supine movement with a clear overhead or angled view of the whole body.

Bring infant general movements into your ConductVision workflow

Send a representative video or schedule a consultation to map the outputs your protocol needs.