# Innodata opens motion-capture lab for humanoid robot training data

Digest AI · Robotics & Physical AI · published 2026-09-30T12:59:12Z

Canonical: https://digestai.news/story/innodata-opens-motion-capture-lab-for-humanoid-robot-training-data

## Summary

Innodata Inc. announced the launch of a motion-capture lab in Ridgefield Park, New Jersey, designed to generate high-quality training data for humanoid robots and other physical AI systems. The facility uses Vicon’s high-precision infrared cameras to capture 3D motion data directly from bodies—human or robotic—with sub-millimeter accuracy, addressing a critical bottleneck in robotics development. Unlike 2D video-based methods, this approach ensures precise joint-level tracking, which is essential for tasks like picking up objects safely, according to Franklin Tanner, vice president of robotics and physical AI at Innodata.

The lab offers end-to-end services, from data collection to model evaluation, aiming to compress development cycles and improve robot safety. Customers can purchase off-the-shelf data packages or commission custom projects, while Innodata also validates robot performance against customer specifications. The company emphasizes the need for real-world data, noting that simulations alone cannot replicate the complexity of human-robot interactions. Tanner highlighted challenges like incomplete teleoperation data and the inefficiency of collecting vast amounts of low-quality data, suggesting a focus on refining data collection methods to maximize utility.

## Key points

- Innodata’s lab uses Vicon’s sub-millimeter cameras to capture 3D motion data for humanoid robots and physical AI
- Facility offers data packages and custom projects, plus independent validation of robot performance and safety
- Company claims 80% of egocentric data is often unusable, pushing for smarter data collection methods

## Why it matters

Accurate motion-capture data accelerates humanoid robot development, reducing trial-and-error costs and improving safety for real-world applications.

## Sources

1. [Innodata opens motion-capture lab to help humanoids move more like people](https://therobotreport.com/innodata-opens-motion-capture-lab-help-humanoids-move-more-like-people) (The Robot Report, 2026-09-30)

## Cite

Digest AI, "Innodata opens motion-capture lab for humanoid robot training data", 30 September 2026, https://digestai.news/story/innodata-opens-motion-capture-lab-for-humanoid-robot-training-data

---

Written by Digest AI's editorial model from the linked sources; the sources are the record. Headlines, digests and key points are written by Digest AI and may be quoted with a link to the story page. Linked articles belong to their publishers. Terms: https://digestai.news/terms#reuse
JSON: https://digestai.news/story/innodata-opens-motion-capture-lab-for-humanoid-robot-training-data.json