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README.md
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| 1 |
+
---
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| 2 |
+
license: apache-2.0
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| 3 |
+
task_categories:
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| 4 |
+
- robotics
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| 5 |
+
tags:
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| 6 |
+
- LeRobot
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| 7 |
+
- ur5
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| 8 |
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- xarm
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| 9 |
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configs:
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| 10 |
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- config_name: default
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| 11 |
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data_files: data/*/*.parquet
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| 12 |
+
---
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| 13 |
+
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| 14 |
+
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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| 15 |
+
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| 16 |
+
## Dataset Description
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
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| 20 |
+
- **Homepage:** [More Information Needed]
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| 21 |
+
- **Paper:** [More Information Needed]
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| 22 |
+
- **License:** apache-2.0
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| 23 |
+
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| 24 |
+
## Dataset Structure
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| 25 |
+
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| 26 |
+
[meta/info.json](meta/info.json):
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| 27 |
+
```json
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| 28 |
+
{
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| 29 |
+
"codebase_version": "v2.1",
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| 30 |
+
"robot_type": "xarm",
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| 31 |
+
"total_episodes": 181,
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| 32 |
+
"total_frames": 25447,
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| 33 |
+
"total_tasks": 1,
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| 34 |
+
"total_videos": 362,
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| 35 |
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"total_chunks": 1,
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| 36 |
+
"chunks_size": 1000,
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| 37 |
+
"fps": 10,
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| 38 |
+
"splits": {
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| 39 |
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"train": "0:181"
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| 40 |
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},
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| 41 |
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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| 42 |
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"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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| 43 |
+
"features": {
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| 44 |
+
"observation.images.image": {
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| 45 |
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"dtype": "video",
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| 46 |
+
"shape": [
|
| 47 |
+
480,
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| 48 |
+
640,
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| 49 |
+
3
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| 50 |
+
],
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| 51 |
+
"names": [
|
| 52 |
+
"height",
|
| 53 |
+
"width",
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| 54 |
+
"channels"
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| 55 |
+
],
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| 56 |
+
"info": {
|
| 57 |
+
"video.fps": 10.0,
|
| 58 |
+
"video.height": 480,
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| 59 |
+
"video.width": 640,
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| 60 |
+
"video.channels": 3,
|
| 61 |
+
"video.codec": "h264",
|
| 62 |
+
"video.pix_fmt": "yuv420p",
|
| 63 |
+
"video.is_depth_map": false,
|
| 64 |
+
"has_audio": false
|
| 65 |
+
}
|
| 66 |
+
},
|
| 67 |
+
"observation.images.wrist_image": {
|
| 68 |
+
"dtype": "video",
|
| 69 |
+
"shape": [
|
| 70 |
+
480,
|
| 71 |
+
640,
|
| 72 |
+
3
|
| 73 |
+
],
|
| 74 |
+
"names": [
|
| 75 |
+
"height",
|
| 76 |
+
"width",
|
| 77 |
+
"channels"
|
| 78 |
+
],
|
| 79 |
+
"info": {
|
| 80 |
+
"video.fps": 10.0,
|
| 81 |
+
"video.height": 480,
|
| 82 |
+
"video.width": 640,
|
| 83 |
+
"video.channels": 3,
|
| 84 |
+
"video.codec": "h264",
|
| 85 |
+
"video.pix_fmt": "yuv420p",
|
| 86 |
+
"video.is_depth_map": false,
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| 87 |
+
"has_audio": false
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| 88 |
+
}
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| 89 |
+
},
|
| 90 |
+
"observation.state": {
|
| 91 |
+
"dtype": "float64",
|
| 92 |
+
"shape": [
|
| 93 |
+
7
|
| 94 |
+
],
|
| 95 |
+
"names": [
|
| 96 |
+
"j1, j2, j3, j4, j5, j6, gripper"
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| 97 |
+
]
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| 98 |
+
},
|
| 99 |
+
"action": {
|
| 100 |
+
"dtype": "float64",
|
| 101 |
+
"shape": [
|
| 102 |
+
7
|
| 103 |
+
],
|
| 104 |
+
"names": [
|
| 105 |
+
" j1, j2, j3, j4, j5, j6, gripper"
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| 106 |
+
]
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| 107 |
+
},
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| 108 |
+
"absolute_action": {
|
| 109 |
+
"dtype": "float64",
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| 110 |
+
"shape": [
|
| 111 |
+
7
|
| 112 |
+
],
|
| 113 |
+
"names": [
|
| 114 |
+
"x, y, z, r, p, y, gripper"
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| 115 |
+
]
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| 116 |
+
},
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| 117 |
+
"annotation.human.action.task_description": {
|
| 118 |
+
"dtype": "int64",
|
| 119 |
+
"shape": [
|
| 120 |
+
1
|
| 121 |
+
],
|
| 122 |
+
"names": [
|
| 123 |
+
"task"
|
| 124 |
+
]
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| 125 |
+
},
|
| 126 |
+
"annotation.human.validity": {
|
| 127 |
+
"dtype": "int64",
|
| 128 |
+
"shape": [
|
| 129 |
+
1
|
| 130 |
+
],
|
| 131 |
+
"names": [
|
| 132 |
+
"validity"
|
| 133 |
+
]
|
| 134 |
+
},
|
| 135 |
+
"next.reward": {
|
| 136 |
+
"dtype": "float64",
|
| 137 |
+
"shape": [
|
| 138 |
+
1
|
| 139 |
+
],
|
| 140 |
+
"names": [
|
| 141 |
+
"reward"
|
| 142 |
+
]
|
| 143 |
+
},
|
| 144 |
+
"next.done": {
|
| 145 |
+
"dtype": "bool",
|
| 146 |
+
"shape": [
|
| 147 |
+
1
|
| 148 |
+
],
|
| 149 |
+
"names": [
|
| 150 |
+
"done"
|
| 151 |
+
]
|
| 152 |
+
},
|
| 153 |
+
"timestamp": {
|
| 154 |
+
"dtype": "float32",
|
| 155 |
+
"shape": [
|
| 156 |
+
1
|
| 157 |
+
],
|
| 158 |
+
"names": null
|
| 159 |
+
},
|
| 160 |
+
"frame_index": {
|
| 161 |
+
"dtype": "int64",
|
| 162 |
+
"shape": [
|
| 163 |
+
1
|
| 164 |
+
],
|
| 165 |
+
"names": null
|
| 166 |
+
},
|
| 167 |
+
"episode_index": {
|
| 168 |
+
"dtype": "int64",
|
| 169 |
+
"shape": [
|
| 170 |
+
1
|
| 171 |
+
],
|
| 172 |
+
"names": null
|
| 173 |
+
},
|
| 174 |
+
"index": {
|
| 175 |
+
"dtype": "int64",
|
| 176 |
+
"shape": [
|
| 177 |
+
1
|
| 178 |
+
],
|
| 179 |
+
"names": null
|
| 180 |
+
},
|
| 181 |
+
"task_index": {
|
| 182 |
+
"dtype": "int64",
|
| 183 |
+
"shape": [
|
| 184 |
+
1
|
| 185 |
+
],
|
| 186 |
+
"names": null
|
| 187 |
+
}
|
| 188 |
+
}
|
| 189 |
+
}
|
| 190 |
+
```
|
| 191 |
+
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| 192 |
+
|
| 193 |
+
## Citation
|
| 194 |
+
|
| 195 |
+
**BibTeX:**
|
| 196 |
+
|
| 197 |
+
```bibtex
|
| 198 |
+
[More Information Needed]
|
| 199 |
+
```
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