Dual-modal approach combines muscle activity and first-person vision to capture richer human demonstration data for humanoid robots

AUSTIN, Texas, Sept. 01, 2026 (GLOBE NEWSWIRE) -- Wetour Robotics Limited (NASDAQ:WETO) ("Wetour Robotics" or the "Company"), a Physical AI infrastructure and wearable robotics company, today released a development demonstration of Orchestra combining surface electromyography (sEMG) with first-person vision to capture richer human-hand data for robot learning.

The system is designed to address two limitations of vision-only capture: cameras cannot directly observe how much force a hand applies, and they lose hand data when the hand is hidden behind an object or leaves the field of view. Orchestra combines muscle activity with visual position so the two signals can complement each other at the edge.