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observation.state
list
action
list
observation.feetech.left_ticks
int64
1.9k
2.29k
observation.feetech.left_width_mm
float32
0
24.7
observation.feetech.left_normalized
float32
0
0.37
observation.feetech.right_ticks
int64
1.45k
2.1k
observation.feetech.right_width_mm
float32
0
27.7
observation.feetech.right_normalized
float32
0
0.42
observation.feetech.sample_time_ns
int64
175,641B
175,966B
observation.feetech.sequence
int64
10.1k
42.3k
observation.feetech.healthy
int64
1
1
observation.tracking.left_device_controller_pose
list
observation.tracking.left_tracked
int64
1
1
observation.tracking.right_device_controller_pose
list
observation.tracking.right_tracked
int64
1
1
observation.tracking.device_hmd_pose
list
observation.tracking.workspace_from_device_pose
list
observation.tracking.device_time_ns
int64
4,805B
5,129B
observation.tracking.pc_monotonic_ns
int64
175,641B
175,966B
observation.tracking.aligned_time_ns
int64
175,641B
175,966B
observation.tracking.sequence
int64
12.8k
51.7k
observation.valid
list
observation.sync.target_time_ns
int64
175,641B
175,966B
observation.sync.record_time_ns
int64
175,641B
175,966B
observation.camera.left_wrist.sample_time_ns
int64
175,641B
175,966B
observation.camera.left_wrist.sequence
int64
3.16k
12.9k
observation.camera.left_wrist.healthy
int64
1
1
observation.camera.right_wrist.sample_time_ns
int64
175,641B
175,966B
observation.camera.right_wrist.sequence
int64
3.12k
12.8k
observation.camera.right_wrist.healthy
int64
1
1
observation.camera.workspace.sample_time_ns
int64
175,641B
175,966B
observation.camera.workspace.sequence
int64
2.96k
12.2k
observation.camera.workspace.healthy
int64
1
1
timestamp
float32
0
68
frame_index
int64
0
2.04k
episode_index
int64
0
2
index
int64
0
5.6k
task_index
int64
0
0
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1
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175,641,272,835,386
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175,641,266,050,617
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3
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0
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This dataset was created using LeRobot.

Dataset Description

Bimanual HandUMI demonstration data recorded in LeRobot v3 format. Task: pick the screws and put them in the box

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": "handumi_raw",
    "total_episodes": 3,
    "total_frames": 5596,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 30,
    "splits": {
        "train": "0:3"
    },
    "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": {
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            "names": [
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                "channel"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "h264",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 30,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.right_wrist": {
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            ],
            "names": [
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            "info": {
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                "video.width": 640,
                "video.codec": "h264",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 30,
                "video.channels": 3,
                "has_audio": false
            }
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        "observation.images.workspace": {
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            ],
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            "info": {
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                "video.width": 640,
                "video.codec": "h264",
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                "video.is_depth_map": false,
                "video.fps": 30,
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                "has_audio": false
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        },
        "observation.state": {
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            "shape": [
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            "names": [
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                "left_y",
                "left_z",
                "left_qx",
                "left_qy",
                "left_qz",
                "left_qw",
                "right_x",
                "right_y",
                "right_z",
                "right_qx",
                "right_qy",
                "right_qz",
                "right_qw",
                "left_gripper_width",
                "right_gripper_width"
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                "left_qx",
                "left_qy",
                "left_qz",
                "left_qw",
                "right_x",
                "right_y",
                "right_z",
                "right_qx",
                "right_qy",
                "right_qz",
                "right_qw",
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                "right_gripper_width"
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        },
        "observation.feetech.left_ticks": {
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        "observation.feetech.right_width_mm": {
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        "observation.feetech.right_normalized": {
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        "observation.feetech.healthy": {
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        "observation.camera.workspace.healthy": {
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        "timestamp": {
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        "frame_index": {
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        "index": {
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    },
    "handumi": {
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        "tracking_schema": "controller_raw_compact",
        "tracking_workspace": "table",
        "state_semantics": "workspace_controller_pose7_plus_gripper_widths",
        "capture_schema": "synchronized_sources",
        "sync_lag_s": 0.04,
        "max_sync_skew_s": 0.06,
        "camera_stale_timeout_s": 0.25,
        "gripper_stale_timeout_s": 0.1,
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                "index_or_path": 2
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            {
                "name": "right_wrist",
                "index_or_path": 5
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            {
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        ],
        "sources": {
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            "feetech": {
                "enabled": true
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            "cameras": {
                "left_wrist": {
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                },
                "right_wrist": {
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                "workspace": {
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            }
        },
        "controller_tcp_calibration": {
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            "applied_to_state": false,
            "frame_convention": "pose7=[x,y,z,qx,qy,qz,qw], meters, xyzw quaternion",
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            "source_robot": "piper",
            "source_gripper": "piper_parallel_v1",
            "tracking_device": "meta",
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                "pkg_root": "assets/piper",
                "mjcf_joint_prefix_map": {
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                    "right_": "der_"
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                        "joint_names": [
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                            "left_joint5",
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                            "right_joint3",
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                            "right_joint6",
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                "controller_tcp_calibrations": {
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                    "home_timeout_s": 30,
                    "home_tolerance_deg": 3,
                    "speed_percent": 80,
                    "gripper_effort": 1000
                }
            }
        }
    }
}

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