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85
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[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 71.279296875, 86.1328125, 100.546875, 65.56640625, -39.287109375, 32.958984375 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 69.9609375, 86.220703125, 101.42578125, 67.1484375, -38.671875, 36.474609375 ]
5.733333
86
0
86
0
[ 111.884765625, 135.439453125, 179.6484375, 1.93359375, -8.173828125, -6.50390625, 71.89453125, 85.078125, 100.546875, 66.26953125, -39.287109375, 28.4765625 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 70.400390625, 85.60546875, 101.42578125, 66.708984375, -38.671875, 33.662109375 ]
5.8
87
0
87
0
[ 111.884765625, 135.439453125, 179.6484375, 1.93359375, -8.173828125, -6.50390625, 73.388671875, 84.287109375, 99.4921875, 67.412109375, -39.462890625, 22.67578125 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 70.576171875, 84.7265625, 101.25, 66.62109375, -38.671875, 30.05859375 ]
5.866667
88
0
88
0
[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 75.05859375, 82.96875, 96.591796875, 70.751953125, -41.044921875, 17.40234375 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 71.71875, 84.0234375, 100.986328125, 66.708984375, -38.759765625, 25.048828125 ]
5.933333
89
0
89
0
[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 76.46484375, 82.529296875, 93.69140625, 73.4765625, -43.59375, 10.546875 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 73.388671875, 82.353515625, 98.173828125, 68.994140625, -38.935546875, 20.0390625 ]
6
90
0
90
0
[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 77.87109375, 82.529296875, 92.28515625, 74.00390625, -47.197265625, 2.98828125 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 75.234375, 81.650390625, 95.80078125, 71.982421875, -40.4296875, 12.744140625 ]
6.066667
91
0
91
0
[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 79.1015625, 82.529296875, 90.966796875, 74.00390625, -51.328125, -3.603515625 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 76.552734375, 81.650390625, 95.44921875, 74.00390625, -42.890625, 5.888671875 ]
6.133333
92
0
92
0
[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 80.5078125, 81.5625, 88.681640625, 74.35546875, -54.31640625, -4.04296875 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 78.134765625, 81.38671875, 94.658203125, 74.53125, -46.23046875, 2.4609375 ]
6.2
93
0
93
0
[ 111.884765625, 135.439453125, 179.6484375, 1.93359375, -8.173828125, -6.50390625, 81.38671875, 79.189453125, 84.462890625, 77.16796875, -57.12890625, -4.04296875 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 79.453125, 80.5078125, 93.33984375, 74.619140625, -48.955078125, 1.93359375 ]
6.266667
94
0
94
0
[ 111.884765625, 135.439453125, 179.6484375, 1.93359375, -8.173828125, -6.50390625, 82.880859375, 77.16796875, 80.244140625, 79.892578125, -62.666015625, -4.130859375 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 80.5078125, 78.662109375, 89.82421875, 76.81640625, -51.6796875, 1.93359375 ]
6.333333
95
0
95
0
[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 84.462890625, 73.037109375, 72.509765625, 84.990234375, -69.2578125, -4.130859375 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 81.826171875, 75.673828125, 85.341796875, 80.068359375, -56.77734375, 1.93359375 ]
6.4
96
0
96
0
[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 86.30859375, 67.32421875, 62.05078125, 91.93359375, -75.673828125, -4.04296875 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 83.408203125, 72.0703125, 78.3984375, 84.375, -62.2265625, 1.93359375 ]
6.466667
97
0
97
0
[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 87.978515625, 60.64453125, 50.80078125, 98.0859375, -80.771484375, -4.04296875 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 85.341796875, 66.708984375, 69.169921875, 89.82421875, -68.291015625, 1.93359375 ]
6.533333
98
0
98
0
[ 111.884765625, 135.439453125, 179.6484375, 2.021484375, -8.173828125, -6.50390625, 89.12109375, 56.337890625, 43.2421875, 101.162109375, -86.396484375, -4.04296875 ]
[ 109.51171875, 130.517578125, 176.396484375, -2.724609375, -8.173828125, -5.44921875, 86.66015625, 60.1171875, 57.392578125, 95.888671875, -74.091796875, 1.93359375 ]
6.6
99
0
99
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v2.0",
    "robot_type": "koch_bimanual",
    "total_episodes": 52,
    "total_frames": 11381,
    "total_tasks": 1,
    "total_videos": 156,
    "total_chunks": 1,
    "chunks_size": 1000,
    "fps": 15,
    "splits": {
        "train": "0:52"
    },
    "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": [
                12
            ],
            "names": [
                "left_shoulder_pan",
                "left_shoulder_lift",
                "left_elbow_flex",
                "left_wrist_flex",
                "left_wrist_roll",
                "left_gripper",
                "right_shoulder_pan",
                "right_shoulder_lift",
                "right_elbow_flex",
                "right_wrist_flex",
                "right_wrist_roll",
                "right_gripper"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                12
            ],
            "names": [
                "left_shoulder_pan",
                "left_shoulder_lift",
                "left_elbow_flex",
                "left_wrist_flex",
                "left_wrist_roll",
                "left_gripper",
                "right_shoulder_pan",
                "right_shoulder_lift",
                "right_elbow_flex",
                "right_wrist_flex",
                "right_wrist_roll",
                "right_gripper"
            ]
        },
        "observation.images.bird": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.fps": 15.0,
                "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.wrist_left": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.fps": 15.0,
                "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.wrist_right": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.fps": 15.0,
                "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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