BrandLumos
CategoryData & Research Kit
AvailabilityBackorder
Traj 1Max Error (mm): 15.669 | Mean Error (mm): 9.710 | Min Error (mm): 1.968
Traj 2Max Error (mm): 20.552 | Mean Error (mm): 10.198 | Min Error (mm): 1.556
Traj 3Max Error (mm): 19.803 | Mean Error (mm): 12.235 | Min Error (mm): 5.334
Traj 4Max Error (mm): 18.204 | Mean Error (mm): 10.770 | Min Error (mm): 2.328
Traj 5Max Error (mm): 21.698 | Mean Error (mm): 11.112 | Min Error (mm): 5.359
Traj 6Max Error (mm): 21.998 | Mean Error (mm): 12.472 | Min Error (mm): 4.973
Traj 7Max Error (mm): 17.925 | Mean Error (mm): 11.457 | Min Error (mm): 4.851
Traj 8Max Error (mm): 20.392 | Mean Error (mm): 10.606 | Min Error (mm): 1.943
Traj 9Max Error (mm): 14.394 | Mean Error (mm): 6.654 | Min Error (mm): 0.798
Traj 10Max Error (mm): 15.669 | Mean Error (mm): 9.710 | Min Error (mm): 1.968', description = 'We introduce FastUMI, an interface-mediated manipulation system comprising two key components: a handheld device operated by humans for data collection and a robot-mounted device used during policy inference. Our approach employs a decoupled design compatible with a wide range of grippers while maintaining consistent observation perspectives, allowing models trained on handheld-collected data to be directly applied to real robots. By directly obtaining the end-effector pose using existing commercial hardware products, we eliminate the need for complex SLAM deployment and calibration, streamlining data processing. Lumos FastUMI Provides supporting software tools for efficient robot learning data collection and conversion, facilitating rapid, plug-and-play functionality. This system offers an efficient and user-friendly tool for robotic learning data acquisition.