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Datasets:
jackvial
/
koch_screwdriver_attach_orange_panel_e125

Tasks:
Robotics
Modalities:
Tabular
Time-series
Video
Formats:
parquet
Size:
10K - 100K
Tags:
LeRobot
Libraries:
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Dask
License:
Dataset card Data Studio Files Community
1
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observation.state
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float32
frame_index
int64
episode_index
int64
index
int64
task_index
int64
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3.3
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End of preview. Expand in Data Studio

Merged LeRobot Dataset

This dataset was created by merging multiple LeRobot datasets using the LeRobot merge tool.

Source Datasets

This merged dataset combines the following 24 datasets:

Dataset Statistics

  • Total Episodes: 125
  • Total Frames: 23299
  • Robot Type: koch_screwdriver_follower
  • FPS: 30

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "koch_screwdriver_follower",
    "total_episodes": 125,
    "total_frames": 23299,
    "total_tasks": 2,
    "total_videos": 0,
    "total_chunks": 0,
    "chunks_size": 1000,
    "fps": 30,
    "splits": {
        "train": "0:125"
    },
    "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": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "screwdriver.vel"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "screwdriver.vel"
            ]
        },
        "observation.images.screwdriver": {
            "dtype": "video",
            "shape": [
                600,
                800,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 600,
                "video.width": 800,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 30,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.side": {
            "dtype": "video",
            "shape": [
                600,
                800,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 600,
                "video.width": 800,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 30,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.top": {
            "dtype": "video",
            "shape": [
                600,
                800,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 600,
                "video.width": 800,
                "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
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            "names": null
        },
        "index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Merge Details

  • Merge Date: Generated automatically
  • Source Count: 24 datasets
  • Episode Renumbering: Episodes are renumbered sequentially starting from 0

Citation

BibTeX:

[More Information Needed]
Downloads last month
179
Size of downloaded dataset files:
1.48 MB
Size of the auto-converted Parquet files:
1.48 MB
Number of rows:
23,299

Models trained or fine-tuned on jackvial/koch_screwdriver_attach_orange_panel_e125