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README.md
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| 1 |
+
---
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| 2 |
+
task_categories:
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| 3 |
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- robotics
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| 4 |
+
tags:
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| 5 |
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- LeRobot
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| 6 |
+
configs:
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| 7 |
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- config_name: default
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| 8 |
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data_files: data/*/*.parquet
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| 9 |
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---
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| 10 |
+
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| 11 |
+
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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| 12 |
+
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| 13 |
+
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| 14 |
+
<a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=KeWangRobotics/peg_intervention">
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| 15 |
+
<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl.svg"/>
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| 16 |
+
<img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl-dark.svg"/>
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| 17 |
+
</a>
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| 18 |
+
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| 19 |
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| 20 |
+
## Dataset Description
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| 21 |
+
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| 22 |
+
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| 23 |
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| 24 |
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- **Homepage:** [More Information Needed]
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| 25 |
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- **Paper:** [More Information Needed]
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| 26 |
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- **License:** [More Information Needed]
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| 27 |
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| 28 |
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## Dataset Structure
|
| 29 |
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| 30 |
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[meta/info.json](meta/info.json):
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| 31 |
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```json
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| 32 |
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{
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| 33 |
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"codebase_version": "v3.0",
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| 34 |
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"fps": 20,
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| 35 |
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"features": {
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| 36 |
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"action": {
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| 37 |
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"dtype": "float32",
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| 38 |
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"names": [
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| 39 |
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"act_0.pos",
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| 40 |
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"act_1.pos",
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| 41 |
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"act_2.pos",
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| 42 |
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"act_3.pos",
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| 43 |
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"act_4.pos",
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| 44 |
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"act_5.pos",
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| 45 |
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"act_6.pos",
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| 46 |
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"act_7.pos"
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| 47 |
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],
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| 48 |
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"shape": [
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| 49 |
+
8
|
| 50 |
+
]
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| 51 |
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},
|
| 52 |
+
"observation.state": {
|
| 53 |
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"dtype": "float32",
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| 54 |
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"names": [
|
| 55 |
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"joint_0.pos",
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| 56 |
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"joint_1.pos",
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| 57 |
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"joint_2.pos",
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| 58 |
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"joint_3.pos",
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| 59 |
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"joint_4.pos",
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| 60 |
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"joint_5.pos",
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| 61 |
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"joint_6.pos",
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| 62 |
+
"joint_7.pos",
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| 63 |
+
"joint_8.pos"
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| 64 |
+
],
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| 65 |
+
"shape": [
|
| 66 |
+
9
|
| 67 |
+
]
|
| 68 |
+
},
|
| 69 |
+
"observation.qvel": {
|
| 70 |
+
"dtype": "float32",
|
| 71 |
+
"names": [
|
| 72 |
+
"qvel_0",
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| 73 |
+
"qvel_1",
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| 74 |
+
"qvel_2",
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| 75 |
+
"qvel_3",
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| 76 |
+
"qvel_4",
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| 77 |
+
"qvel_5",
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| 78 |
+
"qvel_6",
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| 79 |
+
"qvel_7",
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| 80 |
+
"qvel_8"
|
| 81 |
+
],
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| 82 |
+
"shape": [
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| 83 |
+
9
|
| 84 |
+
]
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| 85 |
+
},
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| 86 |
+
"observation.images.base_camera": {
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| 87 |
+
"dtype": "video",
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| 88 |
+
"shape": [
|
| 89 |
+
480,
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| 90 |
+
480,
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| 91 |
+
3
|
| 92 |
+
],
|
| 93 |
+
"names": [
|
| 94 |
+
"height",
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| 95 |
+
"width",
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| 96 |
+
"channels"
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| 97 |
+
],
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| 98 |
+
"info": {
|
| 99 |
+
"is_depth_map": false,
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| 100 |
+
"video.height": 480,
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| 101 |
+
"video.width": 480,
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| 102 |
+
"video.codec": "av1",
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| 103 |
+
"video.pix_fmt": "yuv420p",
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| 104 |
+
"video.fps": 20,
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| 105 |
+
"video.channels": 3,
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| 106 |
+
"has_audio": false,
|
| 107 |
+
"video.g": 2,
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| 108 |
+
"video.crf": 30,
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| 109 |
+
"video.preset": 12,
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| 110 |
+
"video.fast_decode": 0,
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| 111 |
+
"video.video_backend": "pyav",
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| 112 |
+
"video.extra_options": {}
|
| 113 |
+
}
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| 114 |
+
},
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| 115 |
+
"observation.images.hand_camera": {
|
| 116 |
+
"dtype": "video",
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| 117 |
+
"shape": [
|
| 118 |
+
480,
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| 119 |
+
480,
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| 120 |
+
3
|
| 121 |
+
],
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| 122 |
+
"names": [
|
| 123 |
+
"height",
|
| 124 |
+
"width",
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| 125 |
+
"channels"
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| 126 |
+
],
|
| 127 |
+
"info": {
|
| 128 |
+
"is_depth_map": false,
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| 129 |
+
"video.height": 480,
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| 130 |
+
"video.width": 480,
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| 131 |
+
"video.codec": "av1",
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| 132 |
+
"video.pix_fmt": "yuv420p",
|
| 133 |
+
"video.fps": 20,
|
| 134 |
+
"video.channels": 3,
|
| 135 |
+
"has_audio": false,
|
| 136 |
+
"video.g": 2,
|
| 137 |
+
"video.crf": 30,
|
| 138 |
+
"video.preset": 12,
|
| 139 |
+
"video.fast_decode": 0,
|
| 140 |
+
"video.video_backend": "pyav",
|
| 141 |
+
"video.extra_options": {}
|
| 142 |
+
}
|
| 143 |
+
},
|
| 144 |
+
"intervention": {
|
| 145 |
+
"dtype": "bool",
|
| 146 |
+
"shape": [
|
| 147 |
+
1
|
| 148 |
+
],
|
| 149 |
+
"names": null
|
| 150 |
+
},
|
| 151 |
+
"next.success": {
|
| 152 |
+
"dtype": "bool",
|
| 153 |
+
"shape": [
|
| 154 |
+
1
|
| 155 |
+
],
|
| 156 |
+
"names": null
|
| 157 |
+
},
|
| 158 |
+
"timestamp": {
|
| 159 |
+
"dtype": "float32",
|
| 160 |
+
"shape": [
|
| 161 |
+
1
|
| 162 |
+
],
|
| 163 |
+
"names": null
|
| 164 |
+
},
|
| 165 |
+
"frame_index": {
|
| 166 |
+
"dtype": "int64",
|
| 167 |
+
"shape": [
|
| 168 |
+
1
|
| 169 |
+
],
|
| 170 |
+
"names": null
|
| 171 |
+
},
|
| 172 |
+
"episode_index": {
|
| 173 |
+
"dtype": "int64",
|
| 174 |
+
"shape": [
|
| 175 |
+
1
|
| 176 |
+
],
|
| 177 |
+
"names": null
|
| 178 |
+
},
|
| 179 |
+
"index": {
|
| 180 |
+
"dtype": "int64",
|
| 181 |
+
"shape": [
|
| 182 |
+
1
|
| 183 |
+
],
|
| 184 |
+
"names": null
|
| 185 |
+
},
|
| 186 |
+
"task_index": {
|
| 187 |
+
"dtype": "int64",
|
| 188 |
+
"shape": [
|
| 189 |
+
1
|
| 190 |
+
],
|
| 191 |
+
"names": null
|
| 192 |
+
}
|
| 193 |
+
},
|
| 194 |
+
"total_episodes": 106,
|
| 195 |
+
"total_frames": 39295,
|
| 196 |
+
"total_tasks": 1,
|
| 197 |
+
"chunks_size": 1000,
|
| 198 |
+
"data_files_size_in_mb": 100,
|
| 199 |
+
"video_files_size_in_mb": 200,
|
| 200 |
+
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
|
| 201 |
+
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
|
| 202 |
+
"robot_type": "maniskill_sim",
|
| 203 |
+
"splits": {
|
| 204 |
+
"train": "0:106"
|
| 205 |
+
}
|
| 206 |
+
}
|
| 207 |
+
```
|
| 208 |
+
|
| 209 |
+
|
| 210 |
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## Citation
|
| 211 |
+
|
| 212 |
+
**BibTeX:**
|
| 213 |
+
|
| 214 |
+
```bibtex
|
| 215 |
+
[More Information Needed]
|
| 216 |
+
```
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