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observation.state
list
action
list
observation.depth.front
array 2D
observation.camera_ts_ns.front.rgb
int64
observation.camera_ts_ns.front.depth
int64
observation.depth.right
array 2D
observation.camera_ts_ns.right.rgb
int64
observation.camera_ts_ns.right.depth
int64
observation.depth.left
array 2D
observation.camera_ts_ns.left.rgb
int64
observation.camera_ts_ns.left.depth
int64
timestamp
float32
frame_index
int64
episode_index
int64
index
int64
task_index
int64
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End of preview. Expand in Data Studio

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": "agilex_piper_bimanual",
    "total_episodes": 4,
    "total_frames": 1679,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 10,
    "splits": {
        "train": "0:4"
    },
    "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.state": {
            "dtype": "float32",
            "shape": [
                14
            ],
            "names": {
                "motors": [
                    "right_joint1",
                    "right_joint2",
                    "right_joint3",
                    "right_joint4",
                    "right_joint5",
                    "right_joint6",
                    "left_joint1",
                    "left_joint2",
                    "left_joint3",
                    "left_joint4",
                    "left_joint5",
                    "left_joint6",
                    "right_gripper",
                    "left_gripper"
                ]
            }
        },
        "action": {
            "dtype": "float32",
            "shape": [
                14
            ],
            "names": {
                "motors": [
                    "right_joint1",
                    "right_joint2",
                    "right_joint3",
                    "right_joint4",
                    "right_joint5",
                    "right_joint6",
                    "left_joint1",
                    "left_joint2",
                    "left_joint3",
                    "left_joint4",
                    "left_joint5",
                    "left_joint6",
                    "right_gripper",
                    "left_gripper"
                ]
            }
        },
        "observation.images.front": {
            "dtype": "video",
            "shape": [
                640,
                480,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 640,
                "video.width": 480,
                "video.codec": "h264",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 10,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.depth.front": {
            "dtype": "uint16",
            "shape": [
                640,
                480
            ]
        },
        "observation.camera_ts_ns.front.rgb": {
            "dtype": "int64",
            "shape": [
                1
            ]
        },
        "observation.camera_ts_ns.front.depth": {
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            "shape": [
                1
            ]
        },
        "observation.images.right": {
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                480,
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            ],
            "names": [
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                "width",
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            }
        },
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                480
            ]
        },
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            "shape": [
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            ]
        },
        "observation.camera_ts_ns.right.depth": {
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        },
        "observation.images.left": {
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                480,
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            ],
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                "height",
                "width",
                "channels"
            ],
            "info": {
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                "video.pix_fmt": "yuv420p",
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                "video.fps": 10,
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                "has_audio": false
            }
        },
        "observation.depth.left": {
            "dtype": "uint16",
            "shape": [
                640,
                480
            ]
        },
        "observation.camera_ts_ns.left.rgb": {
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            "shape": [
                1
            ]
        },
        "observation.camera_ts_ns.left.depth": {
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            "shape": [
                1
            ]
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
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            ],
            "names": null
        },
        "frame_index": {
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            "shape": [
                1
            ],
            "names": null
        },
        "episode_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "index": {
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            "shape": [
                1
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        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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