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action
list
action.joint_position
list
action.joint_torque
list
observation.state
list
timestamp
float32
0
0.3
frame_index
int64
0
3
episode_index
int64
0
0
index
int64
0
3
task_index
int64
0
0
[ 0.439889132976532, -0.1773069202899933, -0.22808364033699036, -0.8278164863586426, -0.7554477453231812, -0.806431770324707, -0.7837603092193604 ]
[ 0, 0.19499999284744263, 0, -2.430000066757202, 0, 2.619999885559082, 0.7850000262260437, 0 ]
[ 0, 0, 0, 0, 0, 0, 0, 0 ]
[ 0, 0.19499999284744263, 0, -2.430000066757202, 0, 2.619999885559082, 0.7850000262260437, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.49028629064559937, 1.3817225154034166e-21, 0.07764618843793869, -3.1415905952453613, 0.004999999422580004, 0.0003981...
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[ -0.11128030717372894, 0.44057992100715637, -0.33745232224464417, -0.8108174800872803, -0.7379277944564819, -0.8399003148078918, -0.8751356601715088 ]
[ -0.07173961400985718, 0.37761229276657104, -0.0688917264342308, -2.2637650966644287, 0.03466350957751274, 2.6371002197265625, 0.6401907801628113, 0 ]
[ 7.034430503845215, -44.419944763183594, 8.459159851074219, 17.70513916015625, -0.2660222351551056, 2.008204221725464, -0.4924311339855194, 0 ]
[ -0.07173961400985718, 0.37761229276657104, -0.0688917264342308, -2.2637650966644287, 0.03466350957751274, 2.6371002197265625, 0.6401907801628113, 0, -1.0717737674713135, 2.139373302459717, -0.45305678248405457, 2.1186537742614746, 0.381586492061615, 0.03543402999639511, -1.48482978343963...
0.1
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[ -0.29028812050819397, 0.7646878361701965, -0.2721039652824402, -0.8000670671463013, -0.8124818801879883, -0.8041468262672424, -0.8359732627868652 ]
[ -0.11671431362628937, 0.3926900625228882, 0.09714702516794205, -2.3408236503601074, -0.11438629776239395, 2.718337059020996, 0.8975725769996643, 0 ]
[ 16.5810604095459, -35.530860900878906, 10.926995277404785, 18.78244972229004, 0.07225960493087769, 2.6151814460754395, 2.3677830696105957, 0 ]
[ -0.11671431362628937, 0.3926900625228882, 0.09714702516794205, -2.3408236503601074, -0.11438629776239395, 2.718337059020996, 0.8975725769996643, 0, 0.9063906669616699, -0.26435697078704834, 2.237541437149048, -1.1939361095428467, -1.656774878501892, 0.7066150307655334, 3.7196061611175537...
0.2
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[ -0.40711724758148193, 0.7958218455314636, -0.3239484429359436, -0.7959221005439758, -0.8298702836036682, -0.8004977107048035, -0.8061172962188721 ]
[ 0.06909921020269394, 0.21428045630455017, 0.25721433758735657, -2.727191209793091, -0.2213621437549591, 2.904683828353882, 1.2656420469284058, 0 ]
[ -18.514942169189453, -18.389202117919922, -20.247737884521484, 24.3151798248291, 2.659562826156616, 2.229285955429077, 2.927421808242798, 0 ]
[ 0.06909921020269394, 0.21428045630455017, 0.25721433758735657, -2.727191209793091, -0.2213621437549591, 2.904683828353882, 1.2656420469284058, 0, 2.471461057662964, -1.4936606884002686, 1.0316531658172607, -3.188206911087036, -0.5922438502311707, 1.689639687538147, 3.513909101486206, 0...
0.3
3
0
3
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": "franka_panda",
    "total_episodes": 1,
    "total_frames": 4,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 10,
    "splits": {
        "train": "0:1"
    },
    "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": [
                7
            ],
            "names": [
                "ee_x.pos",
                "ee_y.pos",
                "ee_z.pos",
                "ee_rx.pos",
                "ee_ry.pos",
                "ee_rz.pos",
                "gripper.pos"
            ]
        },
        "action.joint_position": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": [
                "joint_1.pos",
                "joint_2.pos",
                "joint_3.pos",
                "joint_4.pos",
                "joint_5.pos",
                "joint_6.pos",
                "joint_7.pos",
                "gripper.pos"
            ]
        },
        "action.joint_torque": {
            "dtype": "float32",
            "shape": [
                8
            ],
            "names": [
                "joint_1.torque",
                "joint_2.torque",
                "joint_3.torque",
                "joint_4.torque",
                "joint_5.torque",
                "joint_6.torque",
                "joint_7.torque",
                "gripper.torque"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                36
            ],
            "names": [
                "joint_1.pos",
                "joint_2.pos",
                "joint_3.pos",
                "joint_4.pos",
                "joint_5.pos",
                "joint_6.pos",
                "joint_7.pos",
                "gripper.pos",
                "joint_1.vel",
                "joint_2.vel",
                "joint_3.vel",
                "joint_4.vel",
                "joint_5.vel",
                "joint_6.vel",
                "joint_7.vel",
                "gripper.vel",
                "joint_1.torque",
                "joint_2.torque",
                "joint_3.torque",
                "joint_4.torque",
                "joint_5.torque",
                "joint_6.torque",
                "joint_7.torque",
                "gripper.torque",
                "ee_x.pos",
                "ee_y.pos",
                "ee_z.pos",
                "ee_rx.pos",
                "ee_ry.pos",
                "ee_rz.pos",
                "ee_x.vel",
                "ee_y.vel",
                "ee_z.vel",
                "ee_rx.vel",
                "ee_ry.vel",
                "ee_rz.vel"
            ]
        },
        "observation.images.front": {
            "dtype": "video",
            "shape": [
                128,
                128,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 128,
                "video.width": 128,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 10,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.wrist": {
            "dtype": "video",
            "shape": [
                128,
                128,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 128,
                "video.width": 128,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 10,
                "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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