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sequence
observation.state
sequence
timestamp
float32
0
0
frame_index
int64
0
0
episode_index
int64
0
9
index
int64
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9
task_index
int64
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[ 11.251258850097656, 138.69140625, 121.87467956542969, 79.95917510986328, 0.2978363037109375, 12.783122062683105 ]
[ 4.306640625, 187.91015625, 180.791015625, 68.466796875, -7.20703125, -1.4613778591156006 ]
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[ 6.4181671142578125, 65.96466064453125, 37.71900177001953, 106.3814926147461, -7.773841857910156, 0.5497379302978516 ]
[ 5.9765625, 66.884765625, 35.771484375, 105.8203125, -8.61328125, -3.061934471130371 ]
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[ 2.188699722290039, 37.04375076293945, -4.178581237792969, 106.75346374511719, -4.734893798828125, 7.687314033508301 ]
[ 3.251953125, 40.869140625, -6.416015625, 107.666015625, -5.2734375, 10.090466499328613 ]
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2
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[ 2.528352737426758, 41.79549789428711, -11.414215087890625, 105.86809539794922, -6.2983856201171875, -2.411698341369629 ]
[ 3.251953125, 40.25390625, -8.525390625, 107.2265625, -7.998046875, -3.131524085998535 ]
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0
3
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[ 33.42059326171875, 25.54581069946289, -15.56937313079834, 80.8482437133789, -69.08470153808594, 20.296295166015625 ]
[ 33.3984375, 23.994140625, -16.962890625, 80.947265625, -69.609375, 18.510786056518555 ]
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4
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[ 2.485198974609375, 34.785221099853516, -5.45985221862793, 104.77227020263672, -1.4775238037109375, 26.815052032470703 ]
[ 1.23046875, 31.728515625, -16.962890625, 103.271484375, -2.28515625, 24.008350372314453 ]
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5
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[ 9.481372833251953, 35.928916931152344, -8.455008506774902, 72.32260131835938, -4.039695739746094, -3.3032097816467285 ]
[ 9.931640625, 30.849609375, -16.787109375, 71.455078125, -6.50390625, -3.131524085998535 ]
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[ 3.8404903411865234, 33.82683181762695, 11.76363754272461, 98.83967590332031, -6.0251007080078125, -2.6933789253234863 ]
[ 5.361328125, 34.716796875, 15.732421875, 98.4375, -6.943359375, 5.3583855628967285 ]
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7
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[ 2.065277099609375, 35.259033203125, -10.922934532165527, 100.58887481689453, -4.849784851074219, 15.200406074523926 ]
[ 2.63671875, 37.880859375, -15.908203125, 100.458984375, -5.009765625, 14.26583194732666 ]
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[ 2.9266414642333984, 39.4376335144043, -7.987570762634277, 104.76690673828125, 0.47576904296875, 19.712074279785156 ]
[ 3.427734375, 35.859375, -15.908203125, 105.556640625, -0.087890625, 20.737648010253906 ]
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9
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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "so101",
    "total_episodes": 10,
    "total_frames": 10,
    "total_tasks": 1,
    "total_videos": 20,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 30,
    "splits": {
        "train": "0:10"
    },
    "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": {
        "action": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "main_shoulder_pan",
                "main_shoulder_lift",
                "main_elbow_flex",
                "main_wrist_flex",
                "main_wrist_roll",
                "main_gripper"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "main_shoulder_pan",
                "main_shoulder_lift",
                "main_elbow_flex",
                "main_wrist_flex",
                "main_wrist_roll",
                "main_gripper"
            ]
        },
        "observation.images.black": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "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.images.white": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "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
            }
        },
        "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",
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                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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