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action
sequence
observation.state
sequence
timestamp
float32
0
9.8
frame_index
int64
0
49
episode_index
int64
0
0
index
int64
0
49
task_index
int64
0
0
[ 11.6015625, 102.216796875, 135.17578125, 10.8984375, 4.5703125, 30.146484375 ]
[ 9.4921875, 105.732421875, 143.7890625, 3.427734375, 1.669921875, 30.41015625 ]
0
0
0
0
0
[ 12.392578125, 97.91015625, 127.880859375, 17.05078125, 7.294921875, 30.146484375 ]
[ 10.37109375, 101.6015625, 136.318359375, 10.37109375, 3.779296875, 30.41015625 ]
0.2
1
0
1
0
[ 12.568359375, 94.833984375, 121.904296875, 22.763671875, 10.01953125, 30.146484375 ]
[ 11.6015625, 96.50390625, 128.14453125, 17.314453125, 6.6796875, 30.41015625 ]
0.4
2
0
2
0
[ 13.359375, 92.900390625, 119.619140625, 25.400390625, 11.162109375, 30.146484375 ]
[ 11.953125, 93.69140625, 122.783203125, 22.236328125, 9.66796875, 30.41015625 ]
0.6
3
0
3
0
[ 14.23828125, 91.23046875, 117.7734375, 28.037109375, 11.953125, 30.146484375 ]
[ 12.3046875, 92.98828125, 122.51953125, 22.8515625, 9.931640625, 30.41015625 ]
0.8
4
0
4
0
[ 14.853515625, 88.857421875, 114.43359375, 30.05859375, 13.18359375, 30.146484375 ]
[ 12.744140625, 91.58203125, 121.376953125, 25.224609375, 10.810546875, 30.41015625 ]
1
5
0
5
0
[ 15.29296875, 87.275390625, 112.060546875, 30.322265625, 14.4140625, 30.146484375 ]
[ 13.623046875, 90.703125, 119.619140625, 28.212890625, 10.810546875, 30.41015625 ]
1.2
6
0
6
0
[ 15.380859375, 84.638671875, 109.6875, 30.673828125, 15.556640625, 30.05859375 ]
[ 13.623046875, 87.626953125, 116.279296875, 30.146484375, 12.744140625, 30.41015625 ]
1.4
7
0
7
0
[ 15.380859375, 82.08984375, 106.435546875, 31.81640625, 18.10546875, 29.8828125 ]
[ 14.23828125, 86.66015625, 114.43359375, 30.146484375, 13.7109375, 30.41015625 ]
1.6
8
0
8
0
[ 15.380859375, 80.244140625, 104.94140625, 34.27734375, 20.302734375, 29.267578125 ]
[ 14.4140625, 83.583984375, 111.357421875, 30.146484375, 14.58984375, 30.41015625 ]
1.8
9
0
9
0
[ 15.8203125, 77.080078125, 104.94140625, 34.27734375, 21.09375, 29.35546875 ]
[ 14.4140625, 81.5625, 108.45703125, 31.025390625, 17.75390625, 29.443359375 ]
2
10
0
10
0
[ 16.083984375, 75.146484375, 105.029296875, 34.189453125, 22.236328125, 33.310546875 ]
[ 14.4140625, 79.716796875, 106.69921875, 34.1015625, 19.775390625, 29.443359375 ]
2.2
11
0
11
0
[ 16.34765625, 74.35546875, 105.29296875, 33.662109375, 24.345703125, 34.1015625 ]
[ 14.4140625, 76.640625, 106.435546875, 34.013671875, 20.654296875, 29.35546875 ]
2.4
12
0
12
0
[ 15.732421875, 74.267578125, 106.083984375, 33.837890625, 27.509765625, 24.9609375 ]
[ 15.29296875, 74.970703125, 106.171875, 34.013671875, 21.796875, 32.16796875 ]
2.6
13
0
13
0
[ 15.732421875, 74.267578125, 106.611328125, 33.662109375, 28.30078125, 18.984375 ]
[ 15.380859375, 74.267578125, 105.99609375, 33.92578125, 23.994140625, 33.22265625 ]
2.8
14
0
14
0
[ 15.8203125, 74.970703125, 106.69921875, 31.904296875, 28.564453125, 13.447265625 ]
[ 15.1171875, 74.091796875, 106.083984375, 34.013671875, 26.630859375, 24.609375 ]
3
15
0
15
0
[ 15.99609375, 78.134765625, 107.2265625, 33.046875, 29.1796875, 13.53515625 ]
[ 15.1171875, 74.091796875, 106.083984375, 34.013671875, 27.421875, 18.896484375 ]
3.2
16
0
16
0
[ 15.8203125, 81.5625, 107.490234375, 34.892578125, 30.5859375, 13.447265625 ]
[ 15.1171875, 74.091796875, 106.083984375, 33.57421875, 27.509765625, 16.435546875 ]
3.4
17
0
17
0
[ 15.029296875, 84.0234375, 107.490234375, 36.650390625, 31.9921875, 13.447265625 ]
[ 14.853515625, 76.552734375, 107.490234375, 33.134765625, 28.388671875, 16.435546875 ]
3.6
18
0
18
0
[ 13.7109375, 86.484375, 107.40234375, 37.96875, 33.662109375, 13.447265625 ]
[ 14.853515625, 78.662109375, 108.10546875, 34.013671875, 29.70703125, 16.435546875 ]
3.8
19
0
19
0
[ 11.42578125, 90.263671875, 107.40234375, 39.287109375, 36.123046875, 12.568359375 ]
[ 14.853515625, 82.001953125, 108.193359375, 36.2109375, 30.76171875, 16.435546875 ]
4
20
0
20
0
[ 8.349609375, 95.009765625, 107.40234375, 40.869140625, 38.84765625, 12.568359375 ]
[ 13.0078125, 83.84765625, 108.193359375, 37.08984375, 32.783203125, 16.435546875 ]
4.2
21
0
21
0
[ 0.615234375, 103.7109375, 104.58984375, 40.869140625, 45.087890625, 12.65625 ]
[ 11.25, 88.330078125, 108.193359375, 39.19921875, 35.68359375, 16.34765625 ]
4.4
22
0
22
0
[ 0.3515625, 104.150390625, 104.4140625, 40.869140625, 45.439453125, 12.568359375 ]
[ 7.998046875, 93.427734375, 108.193359375, 40.166015625, 37.705078125, 16.259765625 ]
4.6
23
0
23
0
[ -1.7578125, 105.556640625, 103.7109375, 40.78125, 47.373046875, 12.65625 ]
[ 6.50390625, 95.009765625, 108.193359375, 40.25390625, 39.0234375, 16.259765625 ]
4.8
24
0
24
0
[ -2.724609375, 105.64453125, 102.48046875, 40.078125, 48.515625, 12.65625 ]
[ 0.17578125, 102.744140625, 106.34765625, 40.341796875, 44.912109375, 16.259765625 ]
5
25
0
25
0
[ -2.8125, 103.359375, 100.01953125, 38.49609375, 49.306640625, 12.65625 ]
[ -0.966796875, 103.447265625, 106.259765625, 40.341796875, 46.58203125, 16.259765625 ]
5.2
26
0
26
0
[ -3.1640625, 101.07421875, 98.0859375, 38.49609375, 50.2734375, 12.65625 ]
[ -1.93359375, 103.447265625, 106.171875, 40.341796875, 47.8125, 16.259765625 ]
5.4
27
0
27
0
[ -4.5703125, 96.6796875, 94.921875, 38.408203125, 52.20703125, 12.65625 ]
[ -1.93359375, 102.744140625, 104.0625, 40.25390625, 48.603515625, 16.259765625 ]
5.6
28
0
28
0
[ -6.328125, 93.603515625, 92.548828125, 35.33203125, 54.052734375, 12.65625 ]
[ -2.8125, 100.72265625, 101.77734375, 40.25390625, 49.482421875, 16.259765625 ]
5.8
29
0
29
0
[ -7.20703125, 92.4609375, 92.28515625, 31.640625, 55.458984375, 12.65625 ]
[ -3.955078125, 95.44921875, 96.591796875, 39.90234375, 51.6796875, 16.259765625 ]
6
30
0
30
0
[ -7.20703125, 90.52734375, 90.52734375, 28.4765625, 57.48046875, 12.65625 ]
[ -5.9765625, 92.63671875, 95.2734375, 38.232421875, 53.7890625, 16.259765625 ]
6.2
31
0
31
0
[ -7.119140625, 89.296875, 87.626953125, 27.509765625, 59.853515625, 12.65625 ]
[ -6.85546875, 91.494140625, 95.2734375, 34.1015625, 54.580078125, 16.259765625 ]
6.4
32
0
32
0
[ -6.767578125, 85.78125, 83.583984375, 27.24609375, 60.99609375, 12.744140625 ]
[ -6.943359375, 89.560546875, 93.603515625, 31.025390625, 56.689453125, 16.259765625 ]
6.6
33
0
33
0
[ -6.50390625, 82.79296875, 82.001953125, 27.0703125, 62.314453125, 14.0625 ]
[ -6.943359375, 88.59375, 90.52734375, 30.05859375, 58.623046875, 16.259765625 ]
6.8
34
0
34
0
[ -6.416015625, 81.73828125, 81.9140625, 27.158203125, 62.666015625, 23.466796875 ]
[ -6.416015625, 84.462890625, 86.220703125, 29.70703125, 59.58984375, 16.259765625 ]
7
35
0
35
0
[ -6.6796875, 82.177734375, 82.001953125, 28.212890625, 62.578125, 30.673828125 ]
[ -5.9765625, 81.123046875, 85.78125, 29.619140625, 61.611328125, 16.259765625 ]
7.2
36
0
36
0
[ -6.767578125, 82.880859375, 82.880859375, 28.212890625, 61.171875, 31.376953125 ]
[ -5.9765625, 80.33203125, 84.90234375, 29.443359375, 61.69921875, 22.412109375 ]
7.4
37
0
37
0
[ -7.55859375, 87.01171875, 90.263671875, 27.861328125, 54.4921875, 32.87109375 ]
[ -5.9765625, 80.419921875, 84.90234375, 29.443359375, 61.69921875, 25.927734375 ]
7.6
38
0
38
0
[ -8.173828125, 91.318359375, 98.349609375, 26.015625, 48.69140625, 32.87109375 ]
[ -5.9765625, 80.419921875, 84.90234375, 29.35546875, 61.171875, 30.41015625 ]
7.8
39
0
39
0
[ -8.173828125, 94.21875, 104.501953125, 24.169921875, 44.47265625, 32.958984375 ]
[ -7.03125, 84.638671875, 92.373046875, 28.65234375, 54.140625, 31.376953125 ]
8
40
0
40
0
[ -8.173828125, 96.85546875, 110.302734375, 22.67578125, 42.626953125, 32.958984375 ]
[ -7.998046875, 89.033203125, 100.8984375, 27.685546875, 48.1640625, 31.376953125 ]
8.2
41
0
41
0
[ -8.173828125, 100.458984375, 116.806640625, 19.599609375, 39.814453125, 32.958984375 ]
[ -7.998046875, 92.197265625, 106.435546875, 25.927734375, 44.033203125, 31.376953125 ]
8.4
42
0
42
0
[ -7.3828125, 104.23828125, 124.541015625, 15.64453125, 34.27734375, 32.958984375 ]
[ -8.0859375, 94.39453125, 112.1484375, 23.994140625, 42.01171875, 31.376953125 ]
8.6
43
0
43
0
[ -5.80078125, 108.6328125, 134.560546875, 8.876953125, 24.873046875, 32.958984375 ]
[ -8.173828125, 98.4375, 118.4765625, 21.09375, 39.0234375, 31.376953125 ]
8.8
44
0
44
0
[ -3.955078125, 111.884765625, 143.0859375, 3.69140625, 17.138671875, 33.046875 ]
[ -7.119140625, 102.744140625, 126.650390625, 17.05078125, 33.92578125, 31.376953125 ]
9
45
0
45
0
[ -3.076171875, 115.576171875, 151.69921875, -2.724609375, 10.283203125, 33.134765625 ]
[ -5.09765625, 106.962890625, 136.142578125, 10.634765625, 24.169921875, 31.376953125 ]
9.2
46
0
46
0
[ -3.076171875, 118.125, 158.73046875, -8.0859375, 5.712890625, 33.3984375 ]
[ -3.251953125, 110.56640625, 144.931640625, 5.185546875, 17.05078125, 32.34375 ]
9.4
47
0
47
0
[ -2.900390625, 119.443359375, 164.35546875, -12.392578125, 1.494140625, 33.3984375 ]
[ -2.900390625, 114.78515625, 152.9296875, 0.263671875, 10.01953125, 32.431640625 ]
9.6
48
0
48
0
[ -2.8125, 120.322265625, 169.62890625, -16.171875, -0.966796875, 33.662109375 ]
[ -2.900390625, 117.421875, 159.78515625, -5.625, 5.009765625, 32.34375 ]
9.8
49
0
49
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.1",
    "robot_type": "koch",
    "total_episodes": 1,
    "total_frames": 50,
    "total_tasks": 1,
    "total_videos": 2,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 5,
    "splits": {
        "train": "0:1"
    },
    "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.overhead_cam": {
            "dtype": "video",
            "shape": [
                1080,
                1920,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.fps": 5.0,
                "video.height": 1080,
                "video.width": 1920,
                "video.channels": 3,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "has_audio": false
            }
        },
        "observation.images.side_cam": {
            "dtype": "video",
            "shape": [
                1080,
                1920,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.fps": 5.0,
                "video.height": 1080,
                "video.width": 1920,
                "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
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            "names": null
        },
        "episode_index": {
            "dtype": "int64",
            "shape": [
                1
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            "names": null
        },
        "index": {
            "dtype": "int64",
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        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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