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Arm bay

Gesture-Controlled Robotic Arms

Two 6-DoF arms that follow your hands, about 10 ms end to end.

When
May 2026 to now
Built with
  • Python
  • MediaPipe
  • C++
  • xArm 1S
hand landmarks tracked
21
hand landmarks tracked
vision pipeline
30 fps
vision pipeline
axes driven
12
axes driven
end-to-end latency
~10 ms
end-to-end latency
Real photos of this build coming soon

What I did

  • Real-time MediaPipe pipeline tracking 21 hand landmarks at 30 fps, checked under different lighting and fast motion.
  • Drives a pair of HiWonder xArm 1S arms, 6 degrees of freedom each, from hand gestures.
  • Tried several hand-to-servo mappings and tuned for roughly 10 ms end to end, about where control stops feeling laggy.
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