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83 changes: 66 additions & 17 deletions scripts/convert/isaaclab2lerobotv3.py
Original file line number Diff line number Diff line change
@@ -1,8 +1,8 @@
import argparse
import os

import h5py
import numpy as np
import typer
from lerobot.datasets.lerobot_dataset import LeRobotDataset
from tqdm import tqdm

Expand Down Expand Up @@ -265,22 +265,14 @@ def process_bi_arm_data(dataset: LeRobotDataset, task: str, demo_group: h5py.Gro
return True


app = typer.Typer()


@app.command()
def convert_isaaclab_to_lerobot(
repo_id: str = typer.Option("EverNorif/so101_test_orange_pick", "--repo-id", "-r", help="Repository ID"),
robot_type: str = typer.Option(
"so101_follower", "--robot-type", "-t", help="Robot type: so101_follower or bi_so101_follower"
),
fps: int = typer.Option(30, "--fps", "-f", help="Frames per second"),
hdf5_root: str = typer.Option("./datasets", "--hdf5-root", "-d", help="HDF5 root directory"),
hdf5_files: str | None = typer.Option(
None, "--hdf5-files", help="HDF5 files (comma-separated). If not provided, uses dataset.hdf5 in hdf5_root"
),
task: str = typer.Option("Grab orange and place into plate", "--task", help="Task description"),
push_to_hub: bool = typer.Option(False, "--push-to-hub", help="Push to hub"),
repo_id: str,
robot_type: str,
fps: int,
hdf5_root: str,
hdf5_files: str | None,
task: str,
push_to_hub: bool,
):
"""Convert IsaacLab dataset to LeRobot format"""
# parameters check
Expand Down Expand Up @@ -334,4 +326,61 @@ def convert_isaaclab_to_lerobot(


if __name__ == "__main__":
app()
parser = argparse.ArgumentParser(description="Convert IsaacLab dataset to LeRobot format")
parser.add_argument(
"--repo-id",
"-r",
type=str,
default="EverNorif/so101_test_orange_pick",
help="Repository ID",
)
parser.add_argument(
"--robot-type",
"-t",
type=str,
default="so101_follower",
choices=["so101_follower", "bi_so101_follower"],
help="Robot type: so101_follower or bi_so101_follower",
)
parser.add_argument(
"--fps",
"-f",
type=int,
default=30,
help="Frames per second",
)
parser.add_argument(
"--hdf5-root",
"-d",
type=str,
default="./datasets",
help="HDF5 root directory",
)
parser.add_argument(
"--hdf5-files",
type=str,
default=None,
help="HDF5 files (comma-separated). If not provided, uses dataset.hdf5 in hdf5_root",
)
parser.add_argument(
"--task",
type=str,
default="Grab orange and place into plate",
help="Task description",
)
parser.add_argument(
"--push-to-hub",
action="store_true",
help="Push to hub",
)

args = parser.parse_args()
convert_isaaclab_to_lerobot(
repo_id=args.repo_id,
robot_type=args.robot_type,
fps=args.fps,
hdf5_root=args.hdf5_root,
hdf5_files=args.hdf5_files,
task=args.task,
push_to_hub=args.push_to_hub,
)
1 change: 0 additions & 1 deletion source/leisaac/pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -20,7 +20,6 @@ classifiers = [
]
requires-python = ">=3.10"
dependencies = [
"typer",
"psutil",
"pyserial",
"deepdiff",
Expand Down