Datasetpublic

aadarshram/metaworld-door-open-v3

NOTE: - All expert trajectories (100% success rate) - 50 total episodes - Camera view: 3rd-person Corner2 only out of ["corner", "corner2", "corner3", "topview", "behindGripper"] - Generator script can be found here: https://github.com/aadarshram/lerobot/blob/MultiTask/src/lerobot/scripts/generate_MetaWorld_datasets.py--- license: apache-2.0 task_categories: - robotics tags: - LeRobot - metaworld - robotics - door-open-v3 configs: - config_name: default data_files: data//.parquet… See the full description on the dataset page: https://huggingface.co/datasets/aadarshram/metaworld-door-open-v3.

sourceHugging Faceupdated 9mo agoView on Hugging Face

0likes99downloads

Dataset Card

NOTE:

—All expert trajectories (100% success rate)
—50 total episodes
—Camera view: 3rd-person Corner2 only out of ["corner", "corner2", "corner3", "topview", "behindGripper"]
—Generator script can be found here: https://github.com/aadarshram/lerobot/blob/MultiTask/src/lerobot/scripts/generateMetaWorlddatasets.py--- license: apache-2.0 task_categories:
—robotics tags:
—LeRobot
—metaworld
—robotics
—door-open-v3 configs:
—configname: default datafiles: data//.parquet ---

This dataset was created using LeRobot.

Dataset Description

NOTE:

—All expert trajectories (100% success rate)
—50 total episodes
—Camera view: 3rd-person Corner2 only out of ["corner", "corner2", "corner3", "topview", "behindGripper"]
—Generator script can be found here: https://github.com/aadarshram/lerobot/blob/MultiTask/src/lerobot/scripts/generateMetaWorlddatasets.py

—Homepage: [More Information Needed]
—Paper: [More Information Needed]
—License: apache-2.0

Dataset Structure

meta/info.json:

json

{
    "codebase_version": "v3.0",
    "robot_type": "metaworld",
    "total_episodes": 50,
    "total_frames": 4983,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 80,
    "splits": {
        "train": "0:50"
    },
    "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
    "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
    "features": {
        "observation.image": {
            "dtype": "image",
            "shape": [
                480,
                480,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                4
            ],
            "names": {
                "axes": [
                    "x",
                    "y",
                    "z",
                    "gripper"
                ]
            }
        },
        "observation.environment_state": {
            "dtype": "float32",
            "shape": [
                39
            ],
            "names": [
                "keypoints"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                4
            ],
            "names": {
                "axes": [
                    "x",
                    "y",
                    "z",
                    "gripper"
                ]
            }
        },
        "task_id": {
            "dtype": "int16",
            "shape": [
                1
            ],
            "names": null
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "episode_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

bibtex

[More Information Needed]