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observation.state
list
action
list
timestamp
float32
0
0.3
frame_index
int64
0
9
episode_index
int64
0
0
index
int64
0
9
task_index
int64
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[ -1.1677120923995972, -0.5934122800827026, 0.18974997103214264, 90.79084014892578, -90.83348083496094, 5.8199462890625 ]
[ -2.271911144256592, 4.792847633361816, -4.618861198425293, 85.22651672363281, -85.723876953125, -4.914073944091797 ]
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[ -1.535390853881836, 1.8640323877334595, -1.8934252262115479, 89.4224853515625, -83.76119995117188, -1.1814613342285156 ]
[ 2.779705762863159, 10.261008262634277, -5.429007530212402, 79.66117095947266, -81.73987579345703, -15.898853302001953 ]
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[ 1.024863362312317, 5.537274360656738, -2.976249933242798, 85.85940551757812, -72.02888488769531, -14.222366333007812 ]
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[ 2.36781644821167, 10.741796493530273, -1.72464120388031, 79.6830062866211, -67.12955474853516, -22.436588287353516 ]
[ 5.669530391693115, 21.19487762451172, -3.5748047828674316, 68.6265869140625, -75.4752197265625, -37.90272521972656 ]
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[ 4.442398548126221, 16.716201782226562, -2.330225944519043, 73.79734802246094, -65.09111785888672, -32.46748733520508 ]
[ 5.982848167419434, 26.722108840942383, -3.5719690322875977, 63.221954345703125, -72.18912506103516, -49.01353454589844 ]
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[ 5.431638717651367, 22.44182586669922, -2.590512990951538, 68.18726348876953, -63.20256423950195, -42.75548553466797 ]
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[ 8.436408042907715, 21.402742385864258, -0.7818472981452942, 65.53248596191406, -70.9821548461914, -51.333805084228516 ]
[ 12.237885475158691, 15.670665740966797, 2.3454816341400146, 70.6329345703125, -81.61678314208984, -58.845985412597656 ]
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[ 10.866767883300781, 17.784969329833984, 1.214748501777649, 68.63949584960938, -77.6700439453125, -56.25324630737305 ]
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[ 9.02425765991211, 15.97758960723877, 3.0971341133117676, 71.07324981689453, -81.22089385986328, -57.487796783447266 ]
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[ 8.29255199432373, 11.71782112121582, 0.9555593132972717, 75.48199462890625, -84.11956024169922, -57.765869140625 ]
[ 5.973723888397217, 3.5576677322387695, -0.5741100311279297, 83.97933959960938, -89.96055603027344, -56.16700744628906 ]
0.3
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0
9
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": "so101_follower",
    "total_episodes": 1,
    "total_frames": 10,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 30,
    "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.images.arm": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 30,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ]
        },
        "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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