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action
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float32
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24.1
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int64
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[ 36.919254302978516, 65.15534210205078, 78.85704040527344, 59.26507568359375, 5.192163467407227, 34.26731872558594 ]
[ 35.33203125, 64.599609375, 81.03515625, 58.974609375, 3.1640625, 33.662109375 ]
2.266667
68
0
68
0
[ 37.037803649902344, 64.58199310302734, 78.63716888427734, 59.22160339355469, 5.726534843444824, 34.12190246582031 ]
[ 35.419921875, 64.3359375, 81.03515625, 58.974609375, 3.515625, 33.662109375 ]
2.3
69
0
69
0
[ 37.14852523803711, 64.28536987304688, 78.36375427246094, 59.15837097167969, 6.171944618225098, 33.977943420410156 ]
[ 35.5078125, 64.248046875, 80.947265625, 58.974609375, 3.955078125, 33.662109375 ]
2.333333
70
0
70
0
[ 37.172908782958984, 64.05931091308594, 78.31548309326172, 59.30047607421875, 6.250079154968262, 33.949432373046875 ]
[ 35.947265625, 63.80859375, 80.771484375, 58.974609375, 4.306640625, 33.662109375 ]
2.366667
71
0
71
0
[ 37.24348449707031, 63.6150016784668, 78.11473846435547, 59.07598876953125, 6.268673896789551, 33.94287109375 ]
[ 36.38671875, 63.6328125, 80.419921875, 58.974609375, 4.74609375, 33.310546875 ]
2.4
72
0
72
0
[ 37.155216217041016, 63.07366943359375, 77.91744995117188, 59.11516571044922, 6.450314521789551, 33.795494079589844 ]
[ 36.38671875, 63.369140625, 80.33203125, 58.974609375, 5.2734375, 33.310546875 ]
2.433333
73
0
73
0
[ 37.03575897216797, 63.07123565673828, 78.08822631835938, 58.98174285888672, 6.673260688781738, 33.674110412597656 ]
[ 36.38671875, 62.75390625, 80.244140625, 58.974609375, 5.537109375, 33.310546875 ]
2.466667
74
0
74
0
[ 37.06783676147461, 62.531166076660156, 77.84170532226562, 58.88885498046875, 6.687928199768066, 33.64675521850586 ]
[ 36.5625, 62.578125, 79.98046875, 58.974609375, 5.80078125, 33.310546875 ]
2.5
75
0
75
0
[ 36.989585876464844, 62.42758560180664, 77.97557067871094, 58.85199737548828, 6.786698341369629, 33.56103515625 ]
[ 36.5625, 62.40234375, 79.98046875, 58.88671875, 5.888671875, 33.310546875 ]
2.533333
76
0
76
0
[ 36.94629669189453, 62.12381362915039, 77.70771789550781, 58.83256530761719, 6.893010139465332, 33.480140686035156 ]
[ 36.38671875, 61.962890625, 79.892578125, 58.88671875, 5.9765625, 33.310546875 ]
2.566667
77
0
77
0
[ 36.976318359375, 61.618385314941406, 77.62836456298828, 59.091949462890625, 6.831265449523926, 33.350067138671875 ]
[ 36.123046875, 61.611328125, 79.892578125, 58.88671875, 5.9765625, 33.310546875 ]
2.6
78
0
78
0
[ 37.06220626831055, 61.61758041381836, 77.60440063476562, 59.036781311035156, 6.930668830871582, 33.39311981201172 ]
[ 35.859375, 61.259765625, 79.892578125, 58.88671875, 5.9765625, 33.310546875 ]
2.633333
79
0
79
0
[ 37.00910949707031, 61.27787780761719, 77.52043151855469, 59.128929138183594, 6.90792179107666, 33.25761413574219 ]
[ 36.03515625, 60.8203125, 79.892578125, 58.88671875, 5.9765625, 33.310546875 ]
2.666667
80
0
80
0
[ 36.70161056518555, 61.17669677734375, 77.5983657836914, 59.05095672607422, 6.756137847900391, 32.9616813659668 ]
[ 36.474609375, 60.64453125, 79.892578125, 58.88671875, 5.9765625, 33.310546875 ]
2.7
81
0
81
0
[ 36.76637268066406, 60.731529235839844, 77.38580322265625, 59.273902893066406, 6.89019775390625, 33.006996154785156 ]
[ 36.38671875, 60.556640625, 79.892578125, 58.88671875, 5.9765625, 33.22265625 ]
2.733333
82
0
82
0
[ 36.84605407714844, 60.62959289550781, 77.21748352050781, 59.459251403808594, 6.869015693664551, 33.00223922729492 ]
[ 36.123046875, 60.380859375, 79.892578125, 58.88671875, 5.9765625, 32.607421875 ]
2.766667
83
0
83
0
[ 36.6152458190918, 60.305294036865234, 77.29175567626953, 59.561988830566406, 6.793928146362305, 32.58639907836914 ]
[ 35.947265625, 59.765625, 79.8046875, 58.88671875, 5.9765625, 32.783203125 ]
2.8
84
0
84
0
[ 36.633689880371094, 60.003658294677734, 77.07356262207031, 59.68943786621094, 6.799276351928711, 32.322364807128906 ]
[ 35.947265625, 59.58984375, 79.27734375, 58.798828125, 5.9765625, 32.51953125 ]
2.833333
85
0
85
0
[ 36.670650482177734, 59.82135772705078, 77.01679992675781, 59.86616516113281, 6.789054870605469, 32.40338134765625 ]
[ 35.947265625, 59.58984375, 79.27734375, 58.88671875, 5.9765625, 32.255859375 ]
2.866667
86
0
86
0
[ 36.66081237792969, 59.46908950805664, 76.84703063964844, 60.163482666015625, 6.763047218322754, 32.242801666259766 ]
[ 35.947265625, 59.4140625, 79.27734375, 58.88671875, 5.9765625, 32.255859375 ]
2.9
87
0
87
0
[ 36.63032531738281, 59.03730392456055, 76.61906433105469, 60.291114807128906, 6.832511901855469, 31.828327178955078 ]
[ 35.947265625, 58.88671875, 79.189453125, 58.88671875, 5.9765625, 32.255859375 ]
2.933333
88
0
88
0
[ 36.46891403198242, 59.18470764160156, 76.88459777832031, 60.167076110839844, 6.792638778686523, 31.630878448486328 ]
[ 35.947265625, 58.7109375, 78.3984375, 59.326171875, 5.9765625, 32.16796875 ]
2.966667
89
0
89
0
[ 36.255401611328125, 58.816612243652344, 76.79472351074219, 60.306854248046875, 6.826083183288574, 30.94025421142578 ]
[ 35.947265625, 58.623046875, 78.046875, 59.501953125, 5.9765625, 31.46484375 ]
3
90
0
90
0
[ 36.18987274169922, 58.531429290771484, 76.74745178222656, 60.488677978515625, 6.655307769775391, 30.330120086669922 ]
[ 35.947265625, 58.447265625, 78.046875, 59.58984375, 5.9765625, 31.2890625 ]
3.033333
91
0
91
0
[ 36.338401794433594, 58.1685676574707, 76.51283264160156, 60.822357177734375, 6.914941787719727, 30.168296813964844 ]
[ 35.947265625, 57.83203125, 77.958984375, 59.765625, 5.9765625, 30.5859375 ]
3.066667
92
0
92
0
[ 36.39643478393555, 58.12166213989258, 76.45172119140625, 60.76514434814453, 7.0267181396484375, 30.098651885986328 ]
[ 35.947265625, 57.744140625, 77.87109375, 59.765625, 5.9765625, 30.5859375 ]
3.1
93
0
93
0
[ 36.12919998168945, 57.871761322021484, 76.565185546875, 60.83759307861328, 6.910126686096191, 29.031299591064453 ]
[ 35.947265625, 57.744140625, 77.607421875, 59.94140625, 6.064453125, 30.5859375 ]
3.133333
94
0
94
0
[ 36.172935485839844, 57.661827087402344, 76.51341247558594, 60.93904113769531, 6.929682731628418, 28.55904769897461 ]
[ 35.947265625, 57.48046875, 77.51953125, 60.029296875, 6.328125, 30.05859375 ]
3.166667
95
0
95
0
[ 35.96832275390625, 57.465606689453125, 76.48336029052734, 61.05940246582031, 6.880088806152344, 27.761110305786133 ]
[ 35.947265625, 57.041015625, 77.431640625, 60.029296875, 6.15234375, 29.091796875 ]
3.2
96
0
96
0
[ 35.798583984375, 57.193817138671875, 76.42626190185547, 61.20240020751953, 6.884949684143066, 26.535545349121094 ]
[ 35.859375, 56.865234375, 77.431640625, 60.029296875, 6.15234375, 28.212890625 ]
3.233333
97
0
97
0
[ 35.60997009277344, 57.14337158203125, 76.5672607421875, 61.27189636230469, 6.869084358215332, 25.50979995727539 ]
[ 35.5078125, 56.865234375, 77.34375, 60.46875, 6.15234375, 27.0703125 ]
3.266667
98
0
98
0
[ 35.834529876708984, 56.87476348876953, 76.35554504394531, 61.349151611328125, 6.979300498962402, 25.465675354003906 ]
[ 35.419921875, 56.865234375, 77.080078125, 60.8203125, 6.15234375, 26.19140625 ]
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": 7165,
    "total_tasks": 1,
    "total_videos": 10,
    "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.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
            }
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "episode_index": {
            "dtype": "int64",
            "shape": [
                1
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            "names": null
        },
        "index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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