Machine Heart
Apr 6, 2026 · Artificial Intelligence
How HumDex Overcomes Humanoid Robot Data Bottlenecks with Low‑Cost Full‑Body Dexterous Control
HumDex combines wireless inertial motion capture, a learning‑based hand‑redirection network, and a two‑stage pre‑training/fine‑tuning pipeline to deliver portable, high‑precision teleoperation for humanoid robots, cutting data‑collection time by 26% and raising remote‑operation success to 91.7% while enabling zero‑shot generalization across unseen objects and scenes.
data collectionhumanoid robotinertial motion capture
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