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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
[ 17.9296875, 104.94140625, 137.63671875, 11.07421875, -6.328125, 29.1796875 ]
[ 15.380859375, 109.6875, 142.646484375, 11.25, -5.9765625, 29.267578125 ]
0
0
0
0
0
[ 18.369140625, 101.6015625, 134.82421875, 11.07421875, -5.185546875, 28.4765625 ]
[ 16.787109375, 103.7109375, 138.33984375, 11.162109375, -5.888671875, 29.267578125 ]
0.2
1
0
1
0
[ 18.369140625, 97.55859375, 130.869140625, 11.6015625, -2.98828125, 26.806640625 ]
[ 17.666015625, 100.810546875, 135.87890625, 11.25, -5.185546875, 28.30078125 ]
0.4
2
0
2
0
[ 18.193359375, 95.625, 127.08984375, 14.765625, -0.791015625, 26.103515625 ]
[ 17.9296875, 96.591796875, 131.66015625, 11.25, -2.021484375, 26.455078125 ]
0.6
3
0
3
0
[ 17.490234375, 93.33984375, 122.255859375, 19.6875, 2.28515625, 24.43359375 ]
[ 17.9296875, 94.74609375, 128.84765625, 14.23828125, -0.17578125, 26.455078125 ]
0.8
4
0
4
0
[ 15.732421875, 91.318359375, 115.576171875, 30.234375, 6.767578125, 24.43359375 ]
[ 16.962890625, 92.8125, 123.75, 19.248046875, 1.669921875, 24.43359375 ]
1
5
0
5
0
[ 14.4140625, 88.857421875, 111.181640625, 35.33203125, 10.107421875, 23.02734375 ]
[ 15.380859375, 90.615234375, 116.3671875, 30.322265625, 5.888671875, 24.43359375 ]
1.2
6
0
6
0
[ 14.58984375, 85.166015625, 106.962890625, 40.4296875, 11.6015625, 23.02734375 ]
[ 14.150390625, 87.71484375, 112.67578125, 35.15625, 9.755859375, 23.291015625 ]
1.4
7
0
7
0
[ 15.1171875, 79.716796875, 103.271484375, 40.341796875, 12.65625, 23.203125 ]
[ 13.974609375, 84.638671875, 107.666015625, 40.078125, 10.810546875, 23.291015625 ]
1.6
8
0
8
0
[ 16.34765625, 76.11328125, 103.271484375, 36.650390625, 14.94140625, 26.19140625 ]
[ 14.501953125, 78.486328125, 104.58984375, 40.078125, 11.689453125, 23.203125 ]
1.8
9
0
9
0
[ 17.75390625, 73.125, 103.359375, 34.453125, 18.369140625, 28.212890625 ]
[ 15.380859375, 75.673828125, 104.58984375, 36.9140625, 13.7109375, 25.224609375 ]
2
10
0
10
0
[ 18.017578125, 72.24609375, 103.798828125, 31.201171875, 21.708984375, 28.30078125 ]
[ 16.34765625, 73.564453125, 104.326171875, 36.474609375, 17.666015625, 27.333984375 ]
2.2
11
0
11
0
[ 18.28125, 72.24609375, 104.94140625, 27.24609375, 24.873046875, 34.365234375 ]
[ 17.138671875, 73.037109375, 104.150390625, 35.771484375, 20.654296875, 27.333984375 ]
2.4
12
0
12
0
[ 18.720703125, 72.24609375, 106.171875, 27.158203125, 27.7734375, 23.73046875 ]
[ 17.490234375, 72.333984375, 104.23828125, 29.8828125, 23.818359375, 33.3984375 ]
2.6
13
0
13
0
[ 18.80859375, 72.24609375, 106.5234375, 27.24609375, 30.05859375, 18.193359375 ]
[ 17.666015625, 72.7734375, 106.34765625, 27.861328125, 26.982421875, 23.466796875 ]
2.8
14
0
14
0
[ 18.720703125, 73.212890625, 106.69921875, 27.7734375, 31.640625, 13.53515625 ]
[ 17.75390625, 72.7734375, 106.34765625, 27.861328125, 29.794921875, 18.80859375 ]
3
15
0
15
0
[ 17.490234375, 79.189453125, 106.69921875, 29.70703125, 34.62890625, 9.931640625 ]
[ 17.9296875, 72.94921875, 106.34765625, 27.861328125, 30.76171875, 16.435546875 ]
3.2
16
0
16
0
[ 14.853515625, 85.517578125, 105.380859375, 34.62890625, 40.25390625, 10.01953125 ]
[ 16.962890625, 77.080078125, 106.875, 29.00390625, 33.662109375, 15.8203125 ]
3.4
17
0
17
0
[ 10.37109375, 89.296875, 103.0078125, 35.859375, 43.76953125, 10.01953125 ]
[ 14.23828125, 83.14453125, 106.875, 34.453125, 39.814453125, 15.8203125 ]
3.6
18
0
18
0
[ 6.328125, 94.5703125, 101.77734375, 36.03515625, 48.33984375, 10.01953125 ]
[ 10.1953125, 87.1875, 105.556640625, 35.15625, 42.71484375, 15.8203125 ]
3.8
19
0
19
0
[ 3.33984375, 96.064453125, 100.634765625, 36.03515625, 51.416015625, 10.107421875 ]
[ 6.240234375, 92.4609375, 103.798828125, 36.2109375, 47.8125, 15.8203125 ]
4
20
0
20
0
[ -2.63671875, 96.064453125, 98.173828125, 35.68359375, 55.986328125, 10.810546875 ]
[ 2.900390625, 94.306640625, 103.798828125, 36.2109375, 50.80078125, 15.8203125 ]
4.2
21
0
21
0
[ -4.74609375, 97.294921875, 96.767578125, 35.68359375, 58.271484375, 10.8984375 ]
[ -1.58203125, 94.306640625, 101.162109375, 36.123046875, 54.140625, 15.8203125 ]
4.4
22
0
22
0
[ -6.85546875, 97.734375, 94.130859375, 35.771484375, 60.380859375, 11.689453125 ]
[ -3.779296875, 95.185546875, 99.4921875, 36.2109375, 57.568359375, 15.8203125 ]
4.6
23
0
23
0
[ -7.734375, 94.74609375, 92.28515625, 33.3984375, 61.875, 11.865234375 ]
[ -5.9765625, 95.2734375, 96.767578125, 36.298828125, 59.58984375, 15.8203125 ]
4.8
24
0
24
0
[ -8.173828125, 85.341796875, 85.166015625, 31.552734375, 64.423828125, 12.568359375 ]
[ -6.943359375, 93.603515625, 95.185546875, 36.03515625, 60.556640625, 15.8203125 ]
5
25
0
25
0
[ -8.349609375, 82.529296875, 82.177734375, 31.552734375, 64.86328125, 12.568359375 ]
[ -7.55859375, 86.1328125, 86.748046875, 34.189453125, 62.578125, 15.8203125 ]
5.2
26
0
26
0
[ -8.96484375, 79.27734375, 78.662109375, 31.728515625, 66.796875, 17.05078125 ]
[ -7.998046875, 81.123046875, 85.517578125, 33.3984375, 63.80859375, 15.8203125 ]
5.4
27
0
27
0
[ -9.228515625, 79.453125, 79.365234375, 31.9921875, 67.763671875, 35.5078125 ]
[ -7.998046875, 78.3984375, 80.419921875, 33.046875, 65.56640625, 17.138671875 ]
5.6
28
0
28
0
[ -9.580078125, 80.68359375, 79.716796875, 35.244140625, 67.763671875, 35.33203125 ]
[ -8.96484375, 78.22265625, 80.5078125, 32.958984375, 66.708984375, 34.365234375 ]
5.8
29
0
29
0
[ -10.1953125, 83.408203125, 81.123046875, 41.220703125, 64.6875, 34.892578125 ]
[ -8.96484375, 78.310546875, 80.5078125, 35.33203125, 66.708984375, 34.453125 ]
6
30
0
30
0
[ -10.107421875, 88.2421875, 86.748046875, 42.01171875, 59.501953125, 34.716796875 ]
[ -9.931640625, 80.5078125, 82.44140625, 41.484375, 64.072265625, 34.013671875 ]
6.2
31
0
31
0
[ -9.931640625, 91.58203125, 92.197265625, 41.572265625, 55.546875, 34.716796875 ]
[ -9.84375, 85.341796875, 88.06640625, 42.099609375, 59.58984375, 34.013671875 ]
6.4
32
0
32
0
[ -9.052734375, 95.712890625, 100.37109375, 39.462890625, 49.306640625, 34.892578125 ]
[ -9.228515625, 89.12109375, 93.603515625, 42.01171875, 55.01953125, 34.013671875 ]
6.6
33
0
33
0
[ -7.03125, 100.37109375, 111.884765625, 32.51953125, 38.84765625, 34.892578125 ]
[ -9.140625, 93.251953125, 102.65625, 40.341796875, 49.04296875, 34.013671875 ]
6.8
34
0
34
0
[ -5.9765625, 105.908203125, 127.880859375, 22.8515625, 30.05859375, 34.892578125 ]
[ -7.294921875, 98.4375, 113.37890625, 33.92578125, 38.056640625, 33.92578125 ]
7
35
0
35
0
[ -5.537109375, 111.09375, 138.779296875, 16.5234375, 21.533203125, 34.892578125 ]
[ -5.09765625, 104.501953125, 129.111328125, 24.2578125, 30.146484375, 33.92578125 ]
7.2
36
0
36
0
[ -5.625, 115.48828125, 149.765625, 9.404296875, 12.48046875, 34.892578125 ]
[ -4.833984375, 110.56640625, 139.833984375, 17.578125, 21.181640625, 33.92578125 ]
7.4
37
0
37
0
[ -6.240234375, 117.24609375, 158.37890625, 2.28515625, 6.328125, 34.8046875 ]
[ -4.658203125, 114.2578125, 149.765625, 10.458984375, 12.12890625, 33.92578125 ]
7.6
38
0
38
0
[ -5.888671875, 117.333984375, 164.619140625, -3.1640625, 0.17578125, 34.62890625 ]
[ -5.888671875, 116.54296875, 159.345703125, 3.076171875, 6.064453125, 33.837890625 ]
7.8
39
0
39
0
[ -5.009765625, 117.7734375, 169.453125, -8.701171875, -5.9765625, 34.62890625 ]
[ -4.921875, 116.982421875, 164.443359375, -2.98828125, 0.263671875, 33.837890625 ]
8
40
0
40
0
[ -4.74609375, 118.388671875, 174.7265625, -16.787109375, -8.61328125, 34.62890625 ]
[ -4.921875, 117.24609375, 169.1015625, -8.349609375, -4.306640625, 33.837890625 ]
8.2
41
0
41
0
[ -4.658203125, 118.564453125, 178.41796875, -18.80859375, -8.701171875, 34.716796875 ]
[ -4.21875, 117.94921875, 174.0234375, -16.435546875, -7.55859375, 33.837890625 ]
8.4
42
0
42
0
[ -5.009765625, 118.30078125, 178.9453125, -19.072265625, -8.701171875, 34.716796875 ]
[ -4.04296875, 117.94921875, 176.8359375, -17.75390625, -7.55859375, 33.837890625 ]
8.6
43
0
43
0
[ -4.833984375, 117.7734375, 179.47265625, -19.6875, -9.052734375, 34.716796875 ]
[ -4.74609375, 117.861328125, 176.8359375, -18.28125, -7.646484375, 33.837890625 ]
8.8
44
0
44
0
[ -3.955078125, 117.7734375, 180.087890625, -20.830078125, -9.052734375, 34.716796875 ]
[ -4.04296875, 117.59765625, 176.8359375, -18.45703125, -8.525390625, 33.837890625 ]
9
45
0
45
0
[ -2.373046875, 117.685546875, 180.087890625, -20.7421875, -9.755859375, 34.716796875 ]
[ -3.427734375, 117.421875, 177.36328125, -19.072265625, -8.525390625, 33.837890625 ]
9.2
46
0
46
0
[ -0.966796875, 117.7734375, 180.087890625, -19.775390625, -10.458984375, 34.716796875 ]
[ -2.109375, 117.333984375, 177.36328125, -19.072265625, -8.4375, 33.837890625 ]
9.4
47
0
47
0
[ -1.142578125, 116.3671875, 180.17578125, -20.126953125, -10.283203125, 34.716796875 ]
[ -0.439453125, 117.333984375, 177.36328125, -18.984375, -9.580078125, 33.837890625 ]
9.6
48
0
48
0
[ -0.791015625, 113.642578125, 180.3515625, -22.587890625, -9.931640625, 34.716796875 ]
[ -0.966796875, 116.54296875, 177.451171875, -19.599609375, -9.66796875, 33.837890625 ]
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": [
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            "names": null
        },
        "episode_index": {
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            "shape": [
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            "names": null
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        "index": {
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        "task_index": {
            "dtype": "int64",
            "shape": [
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            "names": null
        }
    }
}

Citation

BibTeX:

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