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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 |
+
configs:
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| 8 |
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- config_name: default
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| 9 |
+
data_files: data/*/*.parquet
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| 10 |
+
---
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| 11 |
+
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| 12 |
+
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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| 13 |
+
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| 14 |
+
## Dataset Description
|
| 15 |
+
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
- **Homepage:** [More Information Needed]
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| 19 |
+
- **Paper:** [More Information Needed]
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| 20 |
+
- **License:** apache-2.0
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| 21 |
+
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| 22 |
+
## Dataset Structure
|
| 23 |
+
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| 24 |
+
[meta/info.json](meta/info.json):
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| 25 |
+
```json
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| 26 |
+
{
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| 27 |
+
"codebase_version": "v2.1",
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| 28 |
+
"robot_type": "arx_arm",
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| 29 |
+
"total_episodes": 50,
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| 30 |
+
"total_frames": 21658,
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| 31 |
+
"total_tasks": 1,
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| 32 |
+
"total_videos": 250,
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| 33 |
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"total_chunks": 1,
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| 34 |
+
"chunks_size": 1000,
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| 35 |
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"fps": 30,
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| 36 |
+
"splits": {
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| 37 |
+
"train": "0:50"
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| 38 |
+
},
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| 39 |
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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| 40 |
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"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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| 41 |
+
"features": {
|
| 42 |
+
"action": {
|
| 43 |
+
"dtype": "float32",
|
| 44 |
+
"shape": [
|
| 45 |
+
7
|
| 46 |
+
],
|
| 47 |
+
"names": [
|
| 48 |
+
"delta_x.pos",
|
| 49 |
+
"delta_y.pos",
|
| 50 |
+
"delta_z.pos",
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| 51 |
+
"delta_roll.pos",
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| 52 |
+
"delta_pitch.pos",
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| 53 |
+
"delta_yaw.pos",
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| 54 |
+
"delta_gripper.pos"
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| 55 |
+
]
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| 56 |
+
},
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| 57 |
+
"observation.state": {
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| 58 |
+
"dtype": "float32",
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| 59 |
+
"shape": [
|
| 60 |
+
27
|
| 61 |
+
],
|
| 62 |
+
"names": [
|
| 63 |
+
"end_effector_pos.x",
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| 64 |
+
"end_effector_pos.y",
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| 65 |
+
"end_effector_pos.z",
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| 66 |
+
"end_effector_pos.roll",
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| 67 |
+
"end_effector_pos.pitch",
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| 68 |
+
"end_effector_pos.yaw",
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| 69 |
+
"joint_1.pos",
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| 70 |
+
"joint_1.vel",
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| 71 |
+
"joint_1.cur",
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| 72 |
+
"joint_2.pos",
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| 73 |
+
"joint_2.vel",
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| 74 |
+
"joint_2.cur",
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| 75 |
+
"joint_3.pos",
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| 76 |
+
"joint_3.vel",
|
| 77 |
+
"joint_3.cur",
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| 78 |
+
"joint_4.pos",
|
| 79 |
+
"joint_4.vel",
|
| 80 |
+
"joint_4.cur",
|
| 81 |
+
"joint_5.pos",
|
| 82 |
+
"joint_5.vel",
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| 83 |
+
"joint_5.cur",
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| 84 |
+
"joint_6.pos",
|
| 85 |
+
"joint_6.vel",
|
| 86 |
+
"joint_6.cur",
|
| 87 |
+
"gripper.pos",
|
| 88 |
+
"gripper.vel",
|
| 89 |
+
"gripper.cur"
|
| 90 |
+
]
|
| 91 |
+
},
|
| 92 |
+
"observation.images.front": {
|
| 93 |
+
"dtype": "video",
|
| 94 |
+
"shape": [
|
| 95 |
+
480,
|
| 96 |
+
640,
|
| 97 |
+
3
|
| 98 |
+
],
|
| 99 |
+
"names": [
|
| 100 |
+
"height",
|
| 101 |
+
"width",
|
| 102 |
+
"channels"
|
| 103 |
+
],
|
| 104 |
+
"info": {
|
| 105 |
+
"video.height": 480,
|
| 106 |
+
"video.width": 640,
|
| 107 |
+
"video.codec": "av1",
|
| 108 |
+
"video.pix_fmt": "yuv420p",
|
| 109 |
+
"video.is_depth_map": false,
|
| 110 |
+
"video.fps": 30,
|
| 111 |
+
"video.channels": 3,
|
| 112 |
+
"has_audio": false
|
| 113 |
+
}
|
| 114 |
+
},
|
| 115 |
+
"observation.images.wrist": {
|
| 116 |
+
"dtype": "video",
|
| 117 |
+
"shape": [
|
| 118 |
+
480,
|
| 119 |
+
640,
|
| 120 |
+
3
|
| 121 |
+
],
|
| 122 |
+
"names": [
|
| 123 |
+
"height",
|
| 124 |
+
"width",
|
| 125 |
+
"channels"
|
| 126 |
+
],
|
| 127 |
+
"info": {
|
| 128 |
+
"video.height": 480,
|
| 129 |
+
"video.width": 640,
|
| 130 |
+
"video.codec": "av1",
|
| 131 |
+
"video.pix_fmt": "yuv420p",
|
| 132 |
+
"video.is_depth_map": false,
|
| 133 |
+
"video.fps": 30,
|
| 134 |
+
"video.channels": 3,
|
| 135 |
+
"has_audio": false
|
| 136 |
+
}
|
| 137 |
+
},
|
| 138 |
+
"observation.images.camera_1": {
|
| 139 |
+
"dtype": "video",
|
| 140 |
+
"shape": [
|
| 141 |
+
480,
|
| 142 |
+
640,
|
| 143 |
+
3
|
| 144 |
+
],
|
| 145 |
+
"names": [
|
| 146 |
+
"height",
|
| 147 |
+
"width",
|
| 148 |
+
"channels"
|
| 149 |
+
],
|
| 150 |
+
"info": {
|
| 151 |
+
"video.height": 480,
|
| 152 |
+
"video.width": 640,
|
| 153 |
+
"video.codec": "av1",
|
| 154 |
+
"video.pix_fmt": "yuv420p",
|
| 155 |
+
"video.is_depth_map": false,
|
| 156 |
+
"video.fps": 30,
|
| 157 |
+
"video.channels": 3,
|
| 158 |
+
"has_audio": false
|
| 159 |
+
}
|
| 160 |
+
},
|
| 161 |
+
"observation.images.camera_2": {
|
| 162 |
+
"dtype": "video",
|
| 163 |
+
"shape": [
|
| 164 |
+
480,
|
| 165 |
+
640,
|
| 166 |
+
3
|
| 167 |
+
],
|
| 168 |
+
"names": [
|
| 169 |
+
"height",
|
| 170 |
+
"width",
|
| 171 |
+
"channels"
|
| 172 |
+
],
|
| 173 |
+
"info": {
|
| 174 |
+
"video.height": 480,
|
| 175 |
+
"video.width": 640,
|
| 176 |
+
"video.codec": "av1",
|
| 177 |
+
"video.pix_fmt": "yuv420p",
|
| 178 |
+
"video.is_depth_map": false,
|
| 179 |
+
"video.fps": 30,
|
| 180 |
+
"video.channels": 3,
|
| 181 |
+
"has_audio": false
|
| 182 |
+
}
|
| 183 |
+
},
|
| 184 |
+
"observation.images.camera_3": {
|
| 185 |
+
"dtype": "video",
|
| 186 |
+
"shape": [
|
| 187 |
+
480,
|
| 188 |
+
640,
|
| 189 |
+
3
|
| 190 |
+
],
|
| 191 |
+
"names": [
|
| 192 |
+
"height",
|
| 193 |
+
"width",
|
| 194 |
+
"channels"
|
| 195 |
+
],
|
| 196 |
+
"info": {
|
| 197 |
+
"video.height": 480,
|
| 198 |
+
"video.width": 640,
|
| 199 |
+
"video.codec": "av1",
|
| 200 |
+
"video.pix_fmt": "yuv420p",
|
| 201 |
+
"video.is_depth_map": false,
|
| 202 |
+
"video.fps": 30,
|
| 203 |
+
"video.channels": 3,
|
| 204 |
+
"has_audio": false
|
| 205 |
+
}
|
| 206 |
+
},
|
| 207 |
+
"timestamp": {
|
| 208 |
+
"dtype": "float32",
|
| 209 |
+
"shape": [
|
| 210 |
+
1
|
| 211 |
+
],
|
| 212 |
+
"names": null
|
| 213 |
+
},
|
| 214 |
+
"frame_index": {
|
| 215 |
+
"dtype": "int64",
|
| 216 |
+
"shape": [
|
| 217 |
+
1
|
| 218 |
+
],
|
| 219 |
+
"names": null
|
| 220 |
+
},
|
| 221 |
+
"episode_index": {
|
| 222 |
+
"dtype": "int64",
|
| 223 |
+
"shape": [
|
| 224 |
+
1
|
| 225 |
+
],
|
| 226 |
+
"names": null
|
| 227 |
+
},
|
| 228 |
+
"index": {
|
| 229 |
+
"dtype": "int64",
|
| 230 |
+
"shape": [
|
| 231 |
+
1
|
| 232 |
+
],
|
| 233 |
+
"names": null
|
| 234 |
+
},
|
| 235 |
+
"task_index": {
|
| 236 |
+
"dtype": "int64",
|
| 237 |
+
"shape": [
|
| 238 |
+
1
|
| 239 |
+
],
|
| 240 |
+
"names": null
|
| 241 |
+
}
|
| 242 |
+
}
|
| 243 |
+
}
|
| 244 |
+
```
|
| 245 |
+
|
| 246 |
+
|
| 247 |
+
## Citation
|
| 248 |
+
|
| 249 |
+
**BibTeX:**
|
| 250 |
+
|
| 251 |
+
```bibtex
|
| 252 |
+
[More Information Needed]
|
| 253 |
+
```
|