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Datasets:
sr201232
/
astra3

Tasks:
Robotics
Modalities:
Tabular
Time-series
Video
Formats:
parquet
Size:
10K - 100K
Tags:
LeRobot
Libraries:
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pandas
Polars
License:
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float32
0
10.6
frame_index
int64
0
317
episode_index
int64
0
39
index
int64
0
11k
task_index
int64
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[ 22.0219783782959, 95.25274658203125, -80.83516693115234, 80.3956069946289, 20.263736724853516, 78.6264877319336, 0.00221411045640707, 0.0012783173006027937, 0.5859375 ]
3.3
99
0
99
0
End of preview. Expand in Data Studio

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "fps": 30,
    "features": {
        "action": {
            "dtype": "float32",
            "names": [
                "arm_shoulder_pan.pos",
                "arm_shoulder_lift.pos",
                "arm_elbow_flex.pos",
                "arm_wrist_flex.pos",
                "arm_wrist_roll.pos",
                "arm_gripper.pos",
                "x.vel",
                "y.vel",
                "theta.vel"
            ],
            "shape": [
                9
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "names": [
                "arm_shoulder_pan.pos",
                "arm_shoulder_lift.pos",
                "arm_elbow_flex.pos",
                "arm_wrist_flex.pos",
                "arm_wrist_roll.pos",
                "arm_gripper.pos",
                "x.vel",
                "y.vel",
                "theta.vel"
            ],
            "shape": [
                9
            ]
        },
        "observation.images.front": {
            "dtype": "video",
            "shape": [
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                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "is_depth_map": false,
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
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                "has_audio": false,
                "video.g": 2,
                "video.crf": 30,
                "video.preset": 12,
                "video.fast_decode": 0,
                "video.video_backend": "pyav",
                "video.extra_options": {}
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        },
        "observation.images.wrist": {
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            "shape": [
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                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "is_depth_map": false,
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.fps": 30,
                "video.channels": 3,
                "has_audio": false,
                "video.g": 2,
                "video.crf": 30,
                "video.preset": 12,
                "video.fast_decode": 0,
                "video.video_backend": "pyav",
                "video.extra_options": {}
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        },
        "timestamp": {
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            "names": null
        },
        "frame_index": {
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            "names": null
        },
        "episode_index": {
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        },
        "index": {
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            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
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            ],
            "names": null
        }
    },
    "total_episodes": 40,
    "total_frames": 10987,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "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",
    "robot_type": "lekiwi_client",
    "splits": {
        "train": "0:40"
    }
}

Citation

BibTeX:

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Models trained or fine-tuned on sr201232/astra3