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Datasets:
KeWangRobotics
/
piper_rl_2_cropped_resized

Tasks:
Robotics
Modalities:
Tabular
Time-series
Video
Formats:
parquet
Size:
1K - 10K
Tags:
LeRobot
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files Community
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[ 0.013625003397464752, -0.0005479991086758673, -0.05049700289964676, 0.06678000092506409 ]
4.95
99
0
99
0
End of preview. Expand in Data Studio

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "piper",
    "total_episodes": 15,
    "total_frames": 3558,
    "total_tasks": 1,
    "total_videos": 30,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 20,
    "splits": {
        "train": "0:15"
    },
    "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
    "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
    "features": {
        "next.reward": {
            "dtype": "int64",
            "shape": [
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            ],
            "names": null
        },
        "next.done": {
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            "names": null
        },
        "action": {
            "dtype": "float32",
            "shape": [
                4
            ],
            "names": [
                "main_joint_1",
                "main_joint_2",
                "main_joint_3",
                "main_gripper"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                4
            ],
            "names": [
                "main_joint_1",
                "main_joint_2",
                "main_joint_3",
                "main_gripper"
            ]
        },
        "observation.images.wrist": {
            "dtype": "video",
            "shape": [
                128,
                128
            ],
            "names": [
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                "width",
                "channels"
            ],
            "info": {
                "video.fps": 20.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.top": {
            "dtype": "video",
            "shape": [
                128,
                128
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.fps": 20.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
            "dtype": "int64",
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                1
            ],
            "names": null
        },
        "episode_index": {
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                1
            ],
            "names": null
        },
        "index": {
            "dtype": "int64",
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                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
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            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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License:
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