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Deploy UMI Policy on Franka Robot

System Overview

Instructions

  • Follow the documentation to install Polymetis on a computer with realtime kernel (i.e., NUC in our example).

  • Launch FrankaInterface Server on NUC.

    python scripts_real/launch_franka_interface_server.py

  • (optional) Now you should be able to control the Franka arm using a space mouse on another desktop, the one you are going to run the robot policy on.

    python scripts_real/control_franka.py

  • Change eval_robots_config.yaml/robots/robot_type to 'franka'. This will change the robot controller in umi_env (L233).

  • Obtain IP address and update eval_robots_config.yaml/robots/robot_ip.

  • On the Franka interface website

    • Set mass to 1.8 kg
    • Set Flange to Center of Mass of Load Vector to (0.064, -0.06, 0.03)m.
  • Then you should be able to launch the evaluation on the franka arm.

    python eval_real.py --robot_config=example/eval_robots_config.yaml -i cup_wild_vit_l.ckpt -o data/eval_cup_wild_example