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action
sequence
observation.state
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float32
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27.7
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int64
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[ 76.00040435791016, 90.9603500366211, 69.91450500488281, 90.6883773803711, -104.83003234863281, 0.06842422485351562 ]
[ 75.41015625, 89.6484375, 66.181640625, 91.494140625, -105.556640625, 26.279296875 ]
2.233333
67
0
67
0
[ 75.76112365722656, 91.06038665771484, 71.05443572998047, 90.01577758789062, -104.5763931274414, -0.06807136535644531 ]
[ 75.41015625, 89.6484375, 68.02734375, 91.494140625, -105.205078125, 26.279296875 ]
2.266667
68
0
68
0
[ 75.4867172241211, 90.9757080078125, 73.33484649658203, 88.56430053710938, -103.92018127441406, -0.11793327331542969 ]
[ 75.498046875, 89.47265625, 69.697265625, 91.23046875, -104.853515625, 26.279296875 ]
2.3
69
0
69
0
[ 75.17667388916016, 90.93826293945312, 75.15980529785156, 87.23332977294922, -103.31465148925781, -0.22481155395507812 ]
[ 75.322265625, 89.560546875, 71.89453125, 91.142578125, -104.501953125, 26.279296875 ]
2.333333
70
0
70
0
[ 74.88188171386719, 90.99609375, 76.67481994628906, 86.07740783691406, -102.52317810058594, -0.2015380859375 ]
[ 75.234375, 89.560546875, 73.916015625, 90.703125, -103.974609375, 26.279296875 ]
2.366667
71
0
71
0
[ 74.35819244384766, 91.15763092041016, 78.76367950439453, 84.0960693359375, -101.72412109375, -0.31079673767089844 ]
[ 75.146484375, 89.560546875, 75.673828125, 90.087890625, -103.447265625, 26.279296875 ]
2.4
72
0
72
0
[ 73.82195281982422, 91.15133666992188, 80.08189392089844, 82.60762023925781, -101.22650146484375, -0.21021652221679688 ]
[ 74.794921875, 89.47265625, 77.255859375, 89.384765625, -102.919921875, 26.279296875 ]
2.433333
73
0
73
0
[ 73.12261962890625, 91.02940368652344, 81.51860046386719, 80.73286437988281, -100.58649444580078, 0.01949310302734375 ]
[ 74.443359375, 89.560546875, 78.92578125, 88.41796875, -102.3046875, 26.279296875 ]
2.466667
74
0
74
0
[ 72.43180847167969, 90.81948852539062, 82.42800903320312, 78.87431335449219, -99.2629165649414, 0.3487396240234375 ]
[ 73.916015625, 89.6484375, 80.595703125, 87.099609375, -101.689453125, 26.279296875 ]
2.5
75
0
75
0
[ 72.14266204833984, 90.66607666015625, 82.7535400390625, 77.48527526855469, -99.2497329711914, 1.8769588470458984 ]
[ 73.4765625, 89.560546875, 82.177734375, 85.60546875, -101.162109375, 26.279296875 ]
2.533333
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0
76
0
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[ 72.861328125, 89.384765625, 83.232421875, 83.671875, -100.283203125, 26.3671875 ]
2.566667
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0
77
0
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[ 72.509765625, 89.384765625, 83.3203125, 82.265625, -99.66796875, 26.279296875 ]
2.6
78
0
78
0
[ 72.94339752197266, 88.76158142089844, 81.53838348388672, 75.327392578125, -100.08183288574219, 17.412893295288086 ]
[ 72.421875, 89.12109375, 83.14453125, 80.771484375, -99.31640625, 26.279296875 ]
2.633333
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0
79
0
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2.666667
80
0
80
0
[ 73.4287109375, 89.0308837890625, 80.14723205566406, 74.61608123779297, -100.46566009521484, 31.308319091796875 ]
[ 72.333984375, 88.06640625, 83.3203125, 78.486328125, -99.228515625, 26.279296875 ]
2.7
81
0
81
0
[ 73.66629791259766, 89.20216369628906, 79.99859619140625, 74.38348388671875, -99.64818572998047, 33.41188430786133 ]
[ 72.421875, 87.71484375, 83.3203125, 77.87109375, -99.66796875, 26.279296875 ]
2.733333
82
0
82
0
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[ 72.59765625, 87.71484375, 83.3203125, 77.255859375, -99.931640625, 26.89453125 ]
2.766667
83
0
83
0
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[ 72.685546875, 87.802734375, 82.96875, 77.080078125, -99.84375, 29.091796875 ]
2.8
84
0
84
0
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[ 73.037109375, 87.802734375, 82.353515625, 76.904296875, -99.31640625, 30.849609375 ]
2.833333
85
0
85
0
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[ 73.388671875, 87.71484375, 81.650390625, 76.728515625, -98.0859375, 32.255859375 ]
2.866667
86
0
86
0
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[ 73.916015625, 87.978515625, 81.298828125, 76.640625, -96.85546875, 33.3984375 ]
2.9
87
0
87
0
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[ 74.35546875, 88.59375, 81.38671875, 76.640625, -95.44921875, 33.75 ]
2.933333
88
0
88
0
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2.966667
89
0
89
0
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[ 74.53125, 89.47265625, 80.5078125, 76.640625, -92.4609375, 33.92578125 ]
3
90
0
90
0
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[ 74.53125, 90.263671875, 79.892578125, 76.640625, -90.439453125, 33.92578125 ]
3.033333
91
0
91
0
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[ 74.619140625, 91.142578125, 79.27734375, 76.640625, -87.978515625, 33.92578125 ]
3.066667
92
0
92
0
[ 72.61289978027344, 98.56500244140625, 74.83256530761719, 71.9387435913086, -69.98887634277344, 34.30459213256836 ]
[ 74.619140625, 92.109375, 78.92578125, 76.552734375, -84.814453125, 33.92578125 ]
3.1
93
0
93
0
[ 68.44158935546875, 100.82072448730469, 72.55067443847656, 69.59618377685547, -59.56114196777344, 33.56035614013672 ]
[ 74.35546875, 93.1640625, 78.92578125, 76.201171875, -81.298828125, 33.837890625 ]
3.133333
94
0
94
0
[ 66.1036376953125, 101.78324127197266, 71.78691101074219, 68.37749481201172, -53.97515869140625, 33.297454833984375 ]
[ 73.564453125, 94.306640625, 78.92578125, 75.673828125, -77.607421875, 33.837890625 ]
3.166667
95
0
95
0
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[ 71.455078125, 95.361328125, 77.87109375, 75.05859375, -72.333984375, 33.75 ]
3.2
96
0
96
0
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[ 69.08203125, 96.328125, 75.76171875, 74.091796875, -65.830078125, 33.75 ]
3.233333
97
0
97
0
[ 54.08509063720703, 105.41808319091797, 68.78347778320312, 63.5245361328125, -28.937606811523438, 32.095863342285156 ]
[ 65.7421875, 97.470703125, 73.65234375, 72.7734375, -58.7109375, 33.662109375 ]
3.266667
98
0
98
0
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[ 61.69921875, 98.96484375, 72.0703125, 71.015625, -50.888671875, 33.3984375 ]
3.3
99
0
99
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "koch",
    "total_episodes": 10,
    "total_frames": 5532,
    "total_tasks": 1,
    "total_videos": 20,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 30,
    "splits": {
        "train": "0:10"
    },
    "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.Camera0": {
            "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.Camera2": {
            "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": [
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            "names": null
        },
        "frame_index": {
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            "names": null
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        "episode_index": {
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            "names": null
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        "index": {
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            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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