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action
sequence
observation.state
sequence
timestamp
float32
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39.6
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int64
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[ -32.87109375, 111.26953125, 138.076171875, -21.357421875, -27.59765625, 0.18885740637779236 ]
[ -30.9375, 125.15625, 153.544921875, -17.2265625, -23.642578125, 9.925220489501953 ]
2.4
72
0
72
0
[ -32.87109375, 108.017578125, 135.439453125, -20.91796875, -26.455078125, 0.18885740637779236 ]
[ -31.46484375, 121.2890625, 150.732421875, -18.6328125, -25.224609375, 6.322229862213135 ]
2.433333
73
0
73
0
[ -32.87109375, 105.732421875, 134.208984375, -20.91796875, -25.6640625, 0.18885740637779236 ]
[ -31.552734375, 117.421875, 147.744140625, -19.072265625, -25.400390625, 4.078857898712158 ]
2.466667
74
0
74
0
[ -32.87109375, 104.23828125, 133.9453125, -21.005859375, -24.609375, 0.28328612446784973 ]
[ -31.904296875, 113.5546875, 144.580078125, -19.072265625, -25.400390625, 2.787219524383545 ]
2.5
75
0
75
0
[ -32.783203125, 102.744140625, 133.857421875, -21.005859375, -23.5546875, 1.7941454648971558 ]
[ -31.9921875, 110.0390625, 141.85546875, -19.072265625, -25.400390625, 2.1753909587860107 ]
2.533333
76
0
76
0
[ -32.51953125, 101.42578125, 133.681640625, -21.005859375, -22.587890625, 5.193578720092773 ]
[ -32.16796875, 106.875, 139.833984375, -19.3359375, -25.048828125, 1.4955812692642212 ]
2.566667
77
0
77
0
[ -32.255859375, 99.931640625, 132.978515625, -20.830078125, -23.90625, 10.85930061340332 ]
[ -32.16796875, 104.501953125, 138.603515625, -19.6875, -24.169921875, 1.4955812692642212 ]
2.6
78
0
78
0
[ -32.255859375, 98.7890625, 132.275390625, -19.86328125, -27.685546875, 16.80830955505371 ]
[ -32.16796875, 102.48046875, 137.724609375, -19.775390625, -23.37890625, 2.107409954071045 ]
2.633333
79
0
79
0
[ -32.607421875, 98.525390625, 132.01171875, -17.75390625, -30.498046875, 22.946176528930664 ]
[ -31.9921875, 100.634765625, 136.845703125, -19.51171875, -23.37890625, 3.467029333114624 ]
2.666667
80
0
80
0
[ -32.6953125, 99.31640625, 132.71484375, -16.083984375, -31.2890625, 27.10103988647461 ]
[ -31.904296875, 98.7890625, 136.23046875, -19.072265625, -23.90625, 6.39021110534668 ]
2.7
81
0
81
0
[ -32.783203125, 101.337890625, 134.560546875, -15.64453125, -31.81640625, 28.42304039001465 ]
[ -31.904296875, 97.734375, 135.87890625, -18.28125, -25.13671875, 10.061182975769043 ]
2.733333
82
0
82
0
[ -32.783203125, 104.150390625, 136.58203125, -15.1171875, -33.134765625, 28.61189842224121 ]
[ -31.904296875, 97.55859375, 135.791015625, -17.138671875, -27.24609375, 14.276001930236816 ]
2.766667
83
0
83
0
[ -32.87109375, 107.314453125, 137.724609375, -12.83203125, -36.03515625, 28.800756454467773 ]
[ -31.904296875, 97.55859375, 135.791015625, -16.083984375, -28.740234375, 18.354860305786133 ]
2.8
84
0
84
0
[ -33.22265625, 110.478515625, 138.515625, -9.66796875, -40.869140625, 29.8394718170166 ]
[ -31.904296875, 98.525390625, 136.58203125, -15.29296875, -30.05859375, 21.821889877319336 ]
2.833333
85
0
85
0
[ -33.662109375, 113.73046875, 139.658203125, -7.3828125, -46.845703125, 30.78375816345215 ]
[ -31.9921875, 100.1953125, 137.4609375, -14.326171875, -31.904296875, 24.065261840820312 ]
2.866667
86
0
86
0
[ -33.75, 116.54296875, 141.591796875, -7.119140625, -53.26171875, 31.16147232055664 ]
[ -31.9921875, 102.216796875, 138.1640625, -12.48046875, -34.27734375, 25.764787673950195 ]
2.9
87
0
87
0
[ -33.75, 118.4765625, 143.0859375, -7.119140625, -58.623046875, 31.633615493774414 ]
[ -32.080078125, 104.58984375, 139.130859375, -10.37109375, -37.265625, 27.260366439819336 ]
2.933333
88
0
88
0
[ -33.75, 119.70703125, 144.404296875, -7.119140625, -62.841796875, 32.48347473144531 ]
[ -32.34375, 107.2265625, 140.361328125, -8.7890625, -41.1328125, 28.484025955200195 ]
2.966667
89
0
89
0
[ -33.75, 120.673828125, 145.72265625, -7.20703125, -66.884765625, 33.23890686035156 ]
[ -32.51953125, 110.0390625, 141.85546875, -7.91015625, -45.615234375, 29.36777687072754 ]
3
90
0
90
0
[ -33.75, 121.2890625, 147.3046875, -8.7890625, -69.345703125, 33.52219009399414 ]
[ -33.046875, 112.412109375, 143.4375, -7.294921875, -50.44921875, 30.251529693603516 ]
3.033333
91
0
91
0
[ -33.57421875, 121.640625, 148.7109375, -10.810546875, -68.994140625, 32.86119079589844 ]
[ -33.310546875, 114.169921875, 144.66796875, -7.20703125, -55.01953125, 31.271244049072266 ]
3.066667
92
0
92
0
[ -33.310546875, 121.904296875, 149.677734375, -12.3046875, -66.4453125, 31.44475746154785 ]
[ -33.310546875, 115.751953125, 146.07421875, -7.470703125, -59.501953125, 31.81509017944336 ]
3.1
93
0
93
0
[ -32.783203125, 122.080078125, 150.29296875, -13.53515625, -61.259765625, 30.311614990234375 ]
[ -33.3984375, 116.71875, 147.568359375, -8.0859375, -63.017578125, 31.747112274169922 ]
3.133333
94
0
94
0
[ -31.376953125, 122.51953125, 150.908203125, -14.4140625, -51.85546875, 29.367328643798828 ]
[ -33.046875, 117.421875, 148.88671875, -9.31640625, -64.6875, 31.33922576904297 ]
3.166667
95
0
95
0
[ -29.53125, 122.87109375, 151.259765625, -15.46875, -40.25390625, 28.045326232910156 ]
[ -32.51953125, 118.125, 150.029296875, -10.458984375, -64.6875, 30.65941619873047 ]
3.2
96
0
96
0
[ -27.24609375, 122.783203125, 151.171875, -15.556640625, -28.564453125, 27.006610870361328 ]
[ -31.728515625, 118.564453125, 150.64453125, -11.42578125, -62.2265625, 29.979604721069336 ]
3.233333
97
0
97
0
[ -24.9609375, 122.607421875, 151.171875, -15.380859375, -17.490234375, 25.495750427246094 ]
[ -30.5859375, 118.828125, 151.083984375, -12.3046875, -58.359375, 29.43575668334961 ]
3.266667
98
0
98
0
[ -23.02734375, 121.904296875, 150.556640625, -13.88671875, -7.734375, 25.401321411132812 ]
[ -28.916015625, 119.091796875, 151.69921875, -12.919921875, -52.822265625, 28.484025955200195 ]
3.3
99
0
99
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "so100",
    "total_episodes": 2,
    "total_frames": 2369,
    "total_tasks": 1,
    "total_videos": 4,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 30,
    "splits": {
        "train": "0:2"
    },
    "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": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "main_shoulder_pan",
                "main_shoulder_lift",
                "main_elbow_flex",
                "main_wrist_flex",
                "main_wrist_roll",
                "main_gripper"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "main_shoulder_pan",
                "main_shoulder_lift",
                "main_elbow_flex",
                "main_wrist_flex",
                "main_wrist_roll",
                "main_gripper"
            ]
        },
        "observation.images.laptop": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.fps": 30.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.phone": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.fps": 30.0,
                "video.height": 480,
                "video.width": 640,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "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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