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kjydb
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lerobot_dataset_001

Tasks:
Robotics
Modalities:
Tabular
Time-series
Video
Formats:
parquet
Size:
10K - 100K
Tags:
LeRobot
Libraries:
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Dask
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float32
0
26.6
frame_index
int64
0
798
episode_index
int64
0
49
index
int64
0
30.8k
task_index
int64
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0
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[ -10.593941688537598, -4.805027484893799, -93.14618682861328, -66.33499908447266, -73.93109130859375, 97.9083480834961, 180.09825134277344 ]
3.266667
98
0
98
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[ -10.729715347290039, -4.95526123046875, -93.54088592529297, -66.58330535888672, -73.60784912109375, 98.40071868896484, 180.10888671875 ]
[ -10.729715347290039, -4.95526123046875, -93.54088592529297, -66.58330535888672, -73.60784912109375, 98.40071868896484, 180.10888671875 ]
3.3
99
0
99
0
End of preview. Expand in Data Studio

This dataset was created using LeRobot.

Dataset Description

Isaac Sim environment

robot: ps_a_03_500

task: Pick up the coffee cup

video res: 640 x 480

fps: 30

camera location: front, side

  • Homepage: [More Information Needed]
  • Paper: [More Information Needed]
  • License: apache-2.0

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "ps_a_03_500_client",
    "total_episodes": 50,
    "total_frames": 30787,
    "total_tasks": 1,
    "total_videos": 100,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 30,
    "splits": {
        "train": "0:50"
    },
    "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": [
                7
            ],
            "names": [
                "joint_1.pos",
                "joint_2.pos",
                "joint_3.pos",
                "joint_4.pos",
                "joint_5.pos",
                "joint_6.pos",
                "gripper.pos"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "joint_1.pos",
                "joint_2.pos",
                "joint_3.pos",
                "joint_4.pos",
                "joint_5.pos",
                "joint_6.pos",
                "gripper.pos"
            ]
        },
        "observation.images.wrist": {
            "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.front": {
            "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",
            "shape": [
                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

[More Information Needed]
Downloads last month
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
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Models trained or fine-tuned on kjydb/lerobot_dataset_001