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[ -1.3159492015838623, -0.76983642578125, -0.04444921016693115, -2.810516119003296, 0.03946593776345253, 1.998029112815857, 0.7984505891799927, 0.0013778334250673652, 0.00016908741963561624, -0.0008776764152571559, -0.00013089217827655375, 0.00008598385466029868, -0.0001876209571491927, -0.0...
[ -1.3159492015838623, -0.76983642578125, -0.04444921016693115, -2.810516119003296, 0.03946593776345253, 1.998029112815857, 0.7984505891799927, 0.0013778334250673652, 0.00016908741963561624, -0.0008776764152571559, -0.00013089217827655375, 0.00008598385466029868, -0.0001876209571491927, -0.0...
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[ -1.3159517049789429, -0.7698362469673157, -0.04444344714283943, -2.810516119003296, 0.039465226233005524, 1.9980297088623047, 0.7984490990638733, 0.00016563950339332223, 0.00039903586730360985, 0.0015343611594289541, -0.0002732445136643946, -0.00003312666740384884, -0.00024235477030742913, ...
[ -1.3159517049789429, -0.7698362469673157, -0.04444344714283943, -2.810516119003296, 0.039465226233005524, 1.9980297088623047, 0.7984490990638733, 0.00016563950339332223, 0.00039903586730360985, 0.0015343611594289541, -0.0002732445136643946, -0.00003312666740384884, -0.00024235477030742913, ...
0.071429
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This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "fps": 14,
    "features": {
        "action": {
            "dtype": "float32",
            "names": [
                "panda_joint1.pos",
                "panda_joint2.pos",
                "panda_joint3.pos",
                "panda_joint4.pos",
                "panda_joint5.pos",
                "panda_joint6.pos",
                "panda_joint7.pos",
                "panda_joint1.vel",
                "panda_joint2.vel",
                "panda_joint3.vel",
                "panda_joint4.vel",
                "panda_joint5.vel",
                "panda_joint6.vel",
                "panda_joint7.vel",
                "finger1.pos",
                "finger2.pos",
                "ee.x",
                "ee.y",
                "ee.z",
                "ee.qx",
                "ee.qy",
                "ee.qz",
                "ee.qw",
                "ee.vx",
                "ee.vy",
                "ee.vz",
                "ee.vwx",
                "ee.vwy",
                "ee.vwz"
            ],
            "shape": [
                29
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "names": [
                "panda_joint1.pos",
                "panda_joint2.pos",
                "panda_joint3.pos",
                "panda_joint4.pos",
                "panda_joint5.pos",
                "panda_joint6.pos",
                "panda_joint7.pos",
                "panda_joint1.vel",
                "panda_joint2.vel",
                "panda_joint3.vel",
                "panda_joint4.vel",
                "panda_joint5.vel",
                "panda_joint6.vel",
                "panda_joint7.vel",
                "finger1.pos",
                "finger2.pos",
                "ee.x",
                "ee.y",
                "ee.z",
                "ee.qx",
                "ee.qy",
                "ee.qz",
                "ee.qw",
                "ee.vx",
                "ee.vy",
                "ee.vz",
                "ee.vwx",
                "ee.vwy",
                "ee.vwz"
            ],
            "shape": [
                29
            ]
        },
        "observation.images.wrist": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "is_depth_map": false,
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.fps": 14,
                "video.channels": 3,
                "has_audio": false,
                "video.g": 2,
                "video.crf": 30,
                "video.preset": 12,
                "video.fast_decode": 0,
                "video.video_backend": "pyav",
                "video.extra_options": {}
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        },
        "observation.images.wrist_depth": {
            "dtype": "video",
            "shape": [
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                640,
                1
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "is_depth_map": true,
                "depth_unit": "mm",
                "video.height": 480,
                "video.width": 640,
                "video.codec": "hevc",
                "video.pix_fmt": "gray12le",
                "video.fps": 14,
                "video.channels": 1,
                "has_audio": false,
                "video.g": 2,
                "video.crf": 30,
                "video.preset": null,
                "video.fast_decode": 0,
                "video.video_backend": "pyav",
                "video.extra_options": {
                    "x265-params": "lossless=1"
                },
                "video.depth_min": 0.01,
                "video.depth_max": 10.0,
                "video.shift": 3.5,
                "video.use_log": true
            }
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
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            "names": null
        },
        "frame_index": {
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            "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
        }
    },
    "total_episodes": 1,
    "total_frames": 2,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "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",
    "robot_type": "franka_panda_kinesthetic",
    "splits": {
        "train": "0:1"
    }
}

Citation

BibTeX:

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