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observation.state
sequence
action
sequence
timestamp
float32
0
181
frame_index
int64
0
905
episode_index
int64
0
575
index
int64
0
236k
task_index
int64
0
43
[ 0.05354268476366997, -1.0859544277191162, -0.007350767031311989, -2.5096375942230225, 0.015879197046160698, 1.7759945392608643, 0.12567853927612305, 0.08500000089406967 ]
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0.2
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1
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0.4
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0.6
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0.8
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1.4
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1.8
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2
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2.2
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2.6
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2.8
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3.4
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3.6
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3.8
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4.2
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4.8
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5
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6
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6.2
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7
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7.2
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7.4
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7.6
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7.8
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8
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8.2
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8.4
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8.6
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9
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9.4
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96
0
[ 0.08372172713279724, -1.0723310708999634, 0.061664365231990814, -2.7927181720733643, 0.5232619047164917, 1.809152364730835, -0.09633666276931763, 0.08500000089406967 ]
[ 0.0012286603450775146, -0.00007995963096618652, -0.0018083155155181885, -0.0018783323466777802, 0.00021491944789886475, 1, 0 ]
19.4
97
0
97
0
[ 0.08404501527547836, -1.0645209550857544, 0.06167975440621376, -2.7928805351257324, 0.5232611894607544, 1.8134434223175049, -0.09634195268154144, 0.08500000089406967 ]
[ 0.0010815560817718506, -0.0000706017017364502, -0.0016320645809173584, -0.0015870630741119385, 0.0001809149980545044, 1, 0 ]
19.6
98
0
98
0
[ 0.08445100486278534, -1.0572896003723145, 0.061644088476896286, -2.793189525604248, 0.5232604742050171, 1.8176953792572021, -0.09637148678302765, 0.08500000089406967 ]
[ 0.001273512840270996, -0.000011563301086425781, -0.001973658800125122, -0.0019499249756336212, 0.0002353191375732422, 1, 0 ]
19.799999
99
0
99
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "franka",
    "total_episodes": 576,
    "total_frames": 235922,
    "total_tasks": 44,
    "total_videos": 576,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 5,
    "splits": {
        "train": "0:576"
    },
    "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": {
        "observation.images.image": {
            "dtype": "video",
            "shape": [
                128,
                128,
                3
            ],
            "names": [
                "height",
                "width",
                "rgb"
            ],
            "info": {
                "video.fps": 5.0,
                "video.height": 128,
                "video.width": 128,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": {
                "motors": [
                    "motor_0",
                    "motor_1",
                    "motor_2",
                    "motor_3",
                    "motor_4",
                    "motor_5",
                    "motor_6",
                    "gripper"
                ]
            }
        },
        "action": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": {
                "motors": [
                    "x",
                    "y",
                    "z",
                    "roll",
                    "pitch",
                    "yaw",
                    "gripper"
                ]
            }
        },
        "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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