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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
observation.telemetry.right.joint_angles_deg
list
observation.telemetry.right.joint_currents_a
list
observation.telemetry.right.joint_velocities_rad_s
list
observation.telemetry.left.joint_angles_deg
list
observation.telemetry.left.joint_currents_a
list
observation.telemetry.left.joint_velocities_rad_s
list
timestamp
float32
frame_index
int64
episode_index
int64
index
int64
task_index
int64
[1.5343364477157593,0.16461946070194244,-0.4426678717136383,-0.08691740036010742,0.4273962378501892,(...TRUNCATED)
[1.5343364477157593,0.16461946070194244,-0.4426678717136383,-0.08691740036010742,0.4273962378501892,(...TRUNCATED)
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1,780,406,198,642,062,800
1,780,406,198,607,522,800
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1,780,406,198,650,543,900
1,780,406,198,650,543,900
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1,780,406,198,663,568,000
1,780,406,198,594,173,400
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1,780,406,198,679,074,300
1,780,406,198,679,074,300
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1,780,406,198,687,364,000
1,780,406,198,650,543,900
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1,780,406,198,700,183,000
1,780,406,198,663,568,000
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1,780,406,198,961,532,000
1,780,406,198,679,074,300
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1,780,406,198,687,364,000
1,780,406,198,650,543,900
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1,780,406,198,700,183,000
1,780,406,198,663,568,000
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0.1
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[1.5343364477157593,0.16461946070194244,-0.4426678717136383,-0.08691740036010742,0.4273962378501892,(...TRUNCATED)
[1.5343364477157593,0.16461946070194244,-0.4426678717136383,-0.08691740036010742,0.4273962378501892,(...TRUNCATED)
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1,780,406,199,224,225,000
1,780,406,199,224,225,000
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1,780,406,199,240,583,400
1,780,406,199,206,788,900
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1,780,406,199,213,797,600
1,780,406,199,213,797,600
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0.15
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1,780,406,199,275,282,200
1,780,406,199,224,225,000
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1,780,406,199,290,827,500
1,780,406,199,290,827,500
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1,780,406,199,249,554,200
1,780,406,199,213,797,600
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0.2
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1,780,406,199,315,220,700
1,780,406,199,315,220,700
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1,780,406,199,329,702,100
1,780,406,199,290,827,500
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1,780,406,199,342,991,000
1,780,406,199,300,501,000
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1,780,406,199,390,720,300
1,780,406,199,390,720,300
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1,780,406,199,365,686,000
1,780,406,199,365,686,000
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1,780,406,199,378,087,200
1,780,406,199,378,087,200
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1,780,406,199,425,527,800
1,780,406,199,390,720,300
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1,780,406,199,434,761,700
1,780,406,199,434,761,700
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1,780,406,199,446,772,200
1,780,406,199,378,087,200
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1,780,406,199,498,793,000
1,780,406,199,464,738,600
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1,780,406,199,479,326,700
1,780,406,199,434,761,700
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1,780,406,199,486,125,800
1,780,406,199,446,772,200
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1,780,406,199,539,723,300
1,780,406,199,539,723,300
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1,780,406,199,551,027,700
1,780,406,199,514,408,200
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1,780,406,199,528,975,400
1,780,406,199,528,975,400
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0.45
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0
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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": "agilex_piper_bimanual",
    "total_episodes": 1,
    "total_frames": 136,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 20,
    "splits": {
        "train": "0:1"
    },
    "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": {
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            "shape": [
                14
            ],
            "names": {
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                    "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": 20,
                "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": {
            "dtype": "int64",
            "shape": [
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            ]
        },
        "observation.images.right": {
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            "shape": [
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                480,
                3
            ],
            "names": [
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                "width",
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            ],
            "info": {
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                "video.width": 480,
                "video.codec": "h264",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 20,
                "video.channels": 3,
                "has_audio": false
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        },
        "observation.depth.right": {
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        "observation.camera_ts_ns.right.rgb": {
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        },
        "observation.camera_ts_ns.right.depth": {
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        },
        "observation.images.left": {
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            "names": [
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                "width",
                "channels"
            ],
            "info": {
                "video.height": 640,
                "video.width": 480,
                "video.codec": "h264",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 20,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.depth.left": {
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                640,
                480
            ]
        },
        "observation.camera_ts_ns.left.rgb": {
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            "shape": [
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            ]
        },
        "observation.camera_ts_ns.left.depth": {
            "dtype": "int64",
            "shape": [
                1
            ]
        },
        "observation.telemetry.right.joint_angles_deg": {
            "dtype": "float32",
            "shape": [
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            "names": {
                "joints": [
                    "right_joint1",
                    "right_joint2",
                    "right_joint3",
                    "right_joint4",
                    "right_joint5",
                    "right_joint6"
                ]
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        },
        "observation.telemetry.right.joint_currents_a": {
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            "shape": [
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            "names": {
                "joints": [
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                    "right_joint2",
                    "right_joint3",
                    "right_joint4",
                    "right_joint5",
                    "right_joint6"
                ]
            }
        },
        "observation.telemetry.right.joint_velocities_rad_s": {
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            "shape": [
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            ],
            "names": {
                "joints": [
                    "right_joint1",
                    "right_joint2",
                    "right_joint3",
                    "right_joint4",
                    "right_joint5",
                    "right_joint6"
                ]
            }
        },
        "observation.telemetry.left.joint_angles_deg": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": {
                "joints": [
                    "left_joint1",
                    "left_joint2",
                    "left_joint3",
                    "left_joint4",
                    "left_joint5",
                    "left_joint6"
                ]
            }
        },
        "observation.telemetry.left.joint_currents_a": {
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            "shape": [
                6
            ],
            "names": {
                "joints": [
                    "left_joint1",
                    "left_joint2",
                    "left_joint3",
                    "left_joint4",
                    "left_joint5",
                    "left_joint6"
                ]
            }
        },
        "observation.telemetry.left.joint_velocities_rad_s": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": {
                "joints": [
                    "left_joint1",
                    "left_joint2",
                    "left_joint3",
                    "left_joint4",
                    "left_joint5",
                    "left_joint6"
                ]
            }
        },
        "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:

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