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README.md
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| 1 |
+
---
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| 2 |
+
license: mit
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| 3 |
+
task_categories:
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| 4 |
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- robotics
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| 5 |
+
tags:
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| 6 |
+
- LeRobot
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| 7 |
+
- d3il
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| 8 |
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- imitation-learning
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| 9 |
+
configs:
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| 10 |
+
- config_name: default
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| 11 |
+
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 |
+
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| 17 |
+
<a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=yongjincho/d3il_aligning">
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| 18 |
+
<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl.svg"/>
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| 19 |
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<img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl-dark.svg"/>
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| 20 |
+
</a>
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| 21 |
+
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| 22 |
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| 23 |
+
## Dataset Description
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| 24 |
+
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| 25 |
+
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| 26 |
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| 27 |
+
- **Homepage:** [More Information Needed]
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| 28 |
+
- **Paper:** [More Information Needed]
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| 29 |
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- **License:** mit
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| 30 |
+
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| 31 |
+
## Dataset Structure
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| 32 |
+
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| 33 |
+
[meta/info.json](meta/info.json):
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| 34 |
+
```json
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| 35 |
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{
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| 36 |
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"codebase_version": "v3.0",
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| 37 |
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"robot_type": "franka_panda",
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| 38 |
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"total_episodes": 1000,
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| 39 |
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"total_frames": 193881,
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| 40 |
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"total_tasks": 1,
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| 41 |
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"chunks_size": 1000,
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| 42 |
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"data_files_size_in_mb": 100,
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| 43 |
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"video_files_size_in_mb": 200,
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| 44 |
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"fps": 29,
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| 45 |
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"splits": {
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| 46 |
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"train": "0:1000"
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| 47 |
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},
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| 48 |
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
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| 49 |
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"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
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| 50 |
+
"features": {
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| 51 |
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"observation.state": {
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| 52 |
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"dtype": "float32",
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| 53 |
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"shape": [
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| 54 |
+
20
|
| 55 |
+
],
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| 56 |
+
"names": [
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| 57 |
+
"state_0",
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| 58 |
+
"state_1",
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| 59 |
+
"state_2",
|
| 60 |
+
"state_3",
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| 61 |
+
"state_4",
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| 62 |
+
"state_5",
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| 63 |
+
"state_6",
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| 64 |
+
"state_7",
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| 65 |
+
"state_8",
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| 66 |
+
"state_9",
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| 67 |
+
"state_10",
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| 68 |
+
"state_11",
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| 69 |
+
"state_12",
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| 70 |
+
"state_13",
|
| 71 |
+
"state_14",
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| 72 |
+
"state_15",
|
| 73 |
+
"state_16",
|
| 74 |
+
"state_17",
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| 75 |
+
"state_18",
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| 76 |
+
"state_19"
|
| 77 |
+
]
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| 78 |
+
},
|
| 79 |
+
"action": {
|
| 80 |
+
"dtype": "float32",
|
| 81 |
+
"shape": [
|
| 82 |
+
3
|
| 83 |
+
],
|
| 84 |
+
"names": [
|
| 85 |
+
"action_0",
|
| 86 |
+
"action_1",
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| 87 |
+
"action_2"
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| 88 |
+
]
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| 89 |
+
},
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| 90 |
+
"observation.images.bp_cam": {
|
| 91 |
+
"dtype": "video",
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| 92 |
+
"shape": [
|
| 93 |
+
96,
|
| 94 |
+
96,
|
| 95 |
+
3
|
| 96 |
+
],
|
| 97 |
+
"names": [
|
| 98 |
+
"height",
|
| 99 |
+
"width",
|
| 100 |
+
"channels"
|
| 101 |
+
],
|
| 102 |
+
"info": {
|
| 103 |
+
"video.height": 96,
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| 104 |
+
"video.width": 96,
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| 105 |
+
"video.codec": "h264",
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| 106 |
+
"video.pix_fmt": "yuv420p",
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| 107 |
+
"video.is_depth_map": false,
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| 108 |
+
"video.fps": 29,
|
| 109 |
+
"video.channels": 3,
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| 110 |
+
"has_audio": false
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| 111 |
+
}
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| 112 |
+
},
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| 113 |
+
"observation.images.inhand_cam": {
|
| 114 |
+
"dtype": "video",
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| 115 |
+
"shape": [
|
| 116 |
+
96,
|
| 117 |
+
96,
|
| 118 |
+
3
|
| 119 |
+
],
|
| 120 |
+
"names": [
|
| 121 |
+
"height",
|
| 122 |
+
"width",
|
| 123 |
+
"channels"
|
| 124 |
+
],
|
| 125 |
+
"info": {
|
| 126 |
+
"video.height": 96,
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| 127 |
+
"video.width": 96,
|
| 128 |
+
"video.codec": "h264",
|
| 129 |
+
"video.pix_fmt": "yuv420p",
|
| 130 |
+
"video.is_depth_map": false,
|
| 131 |
+
"video.fps": 29,
|
| 132 |
+
"video.channels": 3,
|
| 133 |
+
"has_audio": false
|
| 134 |
+
}
|
| 135 |
+
},
|
| 136 |
+
"timestamp": {
|
| 137 |
+
"dtype": "float32",
|
| 138 |
+
"shape": [
|
| 139 |
+
1
|
| 140 |
+
],
|
| 141 |
+
"names": null
|
| 142 |
+
},
|
| 143 |
+
"frame_index": {
|
| 144 |
+
"dtype": "int64",
|
| 145 |
+
"shape": [
|
| 146 |
+
1
|
| 147 |
+
],
|
| 148 |
+
"names": null
|
| 149 |
+
},
|
| 150 |
+
"episode_index": {
|
| 151 |
+
"dtype": "int64",
|
| 152 |
+
"shape": [
|
| 153 |
+
1
|
| 154 |
+
],
|
| 155 |
+
"names": null
|
| 156 |
+
},
|
| 157 |
+
"index": {
|
| 158 |
+
"dtype": "int64",
|
| 159 |
+
"shape": [
|
| 160 |
+
1
|
| 161 |
+
],
|
| 162 |
+
"names": null
|
| 163 |
+
},
|
| 164 |
+
"task_index": {
|
| 165 |
+
"dtype": "int64",
|
| 166 |
+
"shape": [
|
| 167 |
+
1
|
| 168 |
+
],
|
| 169 |
+
"names": null
|
| 170 |
+
}
|
| 171 |
+
}
|
| 172 |
+
}
|
| 173 |
+
```
|
| 174 |
+
|
| 175 |
+
|
| 176 |
+
## Citation
|
| 177 |
+
|
| 178 |
+
**BibTeX:**
|
| 179 |
+
|
| 180 |
+
```bibtex
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
```
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