Humanoid robots are everywhere in the news, but one question rarely gets answered: how
do they actually learn to move?
The answer, in most cases, is human motion capture data
The answer, in most cases, is human motion capture data
Before a robot can walk, balance, or handle objects, it learns from demonstrations ofhumans doing exactly those things.
Real human movement is captured, cleaned, and
Real human movement is captured, cleaned, and
converted into training data that teaches the robot through methods like imitation learning.
At Apple Arts Studios, this is what we produce. We capture real human motion — full body,
hands and fingers, object interaction, and multiple people at once — using optical motion
capture, then deliver it in formats robotics and AI teams can train on: BVH, FBX, CSV, NPZ, Unitree G1, custom skeletons, and full metadata.
Most of our work is custom. Every robot and every training goal is different, so we designand capture datasets around a customer's specific tasks and platform, and deliver them
through our own production pipeline and tools.
If you'd like to evaluate the quality, we've published a free 5-hour sample dataset on
Read the full version on our site: https://www.appleartsstudios.com/post/human-motion-capture-data-humanoid-robots
Apple Arts Studios — the human motion behind humanoid robots.
Most of our work is custom. Every robot and every training goal is different, so we design
No comments:
Post a Comment