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observation.images.image
imagewidth (px)
256
256
observation.images.wrist_image
imagewidth (px)
256
256
observation.state
list
action
list
timestamp
float32
0
18.1
frame_index
int64
0
181
episode_index
int64
0
319
index
int64
0
39.2k
task_index
int64
0
9
vla_actions
array 2D
vlm_hidden
list
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0
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0
0
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0.6
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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": "panda",
    "total_episodes": 432,
    "total_frames": 52970,
    "total_tasks": 10,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 10,
    "splits": {
        "train": "0:432"
    },
    "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.image": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ],
            "fps": 10
        },
        "observation.images.wrist_image": {
            "dtype": "image",
            "shape": [
                256,
                256,
                3
            ],
            "names": [
                "height",
                "width",
                "channel"
            ],
            "fps": 10
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": {
                "motors": [
                    "x",
                    "y",
                    "z",
                    "rx",
                    "ry",
                    "rz",
                    "rw",
                    "gripper"
                ]
            },
            "fps": 10
        },
        "action": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": {
                "motors": [
                    "x",
                    "y",
                    "z",
                    "roll",
                    "pitch",
                    "yaw",
                    "gripper"
                ]
            },
            "fps": 10
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
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            "names": null
        },
        "frame_index": {
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        "episode_index": {
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        "index": {
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        "task_index": {
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            "names": null
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        "vla_actions": {
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            "shape": [
                50,
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            "names": [
                "vla_actions"
            ]
        },
        "vlm_hidden": {
            "dtype": "float32",
            "shape": [
                960
            ],
            "names": [
                "vlm_hidden"
            ]
        }
    }
}

Citation

BibTeX:

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