Open X-Embodiment
An external reference for multi-embodiment robot-learning datasets. It is not a MATOVO affiliation or proof of data compatibility.
Read original research ↗Build on evidence.
Research references, format examples and source transparency.
Read the foundations.
Inspect the format.
Universal Manipulation Interface (UMI)
An external research example of human demonstration collection with dedicated instrumentation. A camera plus IMU alone does not reproduce UMI.
Read original research ↗Example data schema
A downloadable structural example with units, quality fields and rights metadata. No real collection or measured values.
JSON ↓Source and visual transparency
Project positioning follows the owner’s supplied brief. The MATOVO logo follows the cover in the presentation overview supplied by the owner. Earlier business-plan attachments and authorized project photography are not available in this workspace. No historical video is reused. The hero is an AI-generated concept render; technical diagrams are authored illustrations. External research does not imply endorsement.