PR #777 improves the LeRobot calibration but is not backward-compatible. Below is a overview of what changed and how you can continue to work with datasets created before this pull request.
| Before PR #777 | After PR #777 | |
|---|---|---|
| Joint range | Degrees -180..180° | Normalised range Joints: –100...100 Gripper: 0...100 |
| Zero position (SO100 / SO101) | Arm fully extended horizontally | In middle of the range for each joint |
| Boundary handling | Software safeguards to detect ±180 ° wrap-arounds | No wrap-around logic needed due to mid-range zero |
We provide a migration example script for replaying an episode recorded with the previous calibration here: examples/backward_compatibility/replay.py.
Below we take you through the modifications that are done in the example script to make the previous calibration datasets work.
+ key = f"{name.removeprefix('main_')}.pos" # (old: "main_shoulder_lift"-> new: "shoulder_lift.pos") New codebase uses .pos for the position observations and we have removed main_ prefix
action[key] = action_array[i].item()
+ action["shoulder_lift.pos"] = -(action["shoulder_lift.pos"] - 90) # For "shoulder_lift" (id = 2), the 0 position is changed by -90 degrees and the direction is reversed compared to old calibration/code.
+ action["elbow_flex.pos"] -= 90 # For "elbow_flex" (id = 3), the 0 position is changed by -90 degrees compared to old calibration/code.To use degrees (which is required when running the example script) we set the --robot.use_degrees parameter in the command to true.
python examples/backward_compatibility/replay.py \
--robot.type=so101_follower \
--robot.port=/dev/tty.usbmodem5A460814411 \
--robot.id=blue\
--dataset.repo_id=my_dataset_id \
--dataset.episode=0 \
--robot.use_degrees=true # We need to set this to true when using an dataset that uses previous calibration and to use degreesIf you have questions or run into migration issues, feel free to ask them on Discord
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