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Datasets:
edgarcancinoe
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soarm101_pickplace_orange_080e_ts_closed

Tasks:
Robotics
Modalities:
Tabular
Time-series
Video
Formats:
parquet
Size:
10K - 100K
Tags:
LeRobot
Libraries:
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Dask
Polars
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float32
0
29.8
frame_index
int64
0
895
episode_index
int64
0
79
index
int64
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61.5k
task_index
int64
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End of preview. Expand in Data Studio

This dataset was created using LeRobot.

Dataset Description

Pick-and-place dataset of 80 episodes. Single orange cube placed at varied positions across the workspace.

The objective in each episode is to approach, grasp, and relocate the cube to a designated placement area.

Pickup strategy: Robot rotates toward the target cube and approaches with the gripper closed, opens gripper, grasps, and brings object to target position.

Cameras

observation.images.top: Top-down wide-angle view. Camera is positioned in a stand (~45cm) tall.

observation.images.lateral: Side-view camera.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": "so100_follower",
    "total_episodes": 80,
    "total_frames": 61480,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 30,
    "splits": {
        "train": "0:80"
    },
    "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": {
        "action": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ]
        },
        "observation.images.top": {
            "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.lateral": {
            "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": {
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            "shape": [
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            "names": null
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        "frame_index": {
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            "names": null
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        "episode_index": {
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            "names": null
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        "index": {
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        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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