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action_l
sequence
action_r
sequence
observation_l.state
sequence
observation_r.state
sequence
timestamp
float32
frame_index
int64
episode_index
int64
index
int64
task_index
int64
[ -4.985118865966797, -98.97566986083984, 100, 71.89141845703125, 52.351097106933594, 1.0333863496780396 ]
[ -5.742867946624756, -99.14456939697266, 99.36622619628906, 75.38192749023438, -55.72439193725586, 26.214405059814453 ]
[ -4.765450477600098, -98.72177124023438, 99.90929412841797, 71.96343231201172, 52.47267150878906, 1.0596026182174683 ]
[ 0.4069552421569824, -98.81556701660156, 99.72677612304688, 72.43173217773438, -54.13375473022461, 26.23394203186035 ]
0
0
0
0
0
[ -4.985118865966797, -98.97566986083984, 100, 71.89141845703125, 52.351097106933594, 1.0333863496780396 ]
[ 1.7413856983184814, -99.3156509399414, 83.2503433227539, 60.192054748535156, -57.19151306152344, 26.549413681030273 ]
[ -4.765450477600098, -98.72177124023438, 99.90929412841797, 71.96343231201172, 52.47267150878906, 1.0596026182174683 ]
[ -6.030336856842041, -98.81556701660156, 99.72677612304688, 75.20589447021484, -55.71353530883789, 26.23394203186035 ]
0.033333
1
0
1
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "so101_follower_bimanual",
    "total_episodes": 1,
    "total_frames": 2,
    "total_tasks": 1,
    "total_videos": 2,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 30,
    "splits": {
        "train": "0:1"
    },
    "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_l": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ]
        },
        "action_r": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ]
        },
        "observation_l.state": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ]
        },
        "observation_l.images.overhead": {
            "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_r.state": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ]
        },
        "observation_r.images.right_hand": {
            "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:

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