Datasets:
Convert to LeRobot v3.0 format with Japanese translations
Browse files- .gitattributes +0 -1
- README.md +158 -0
- data/chunk-000/file-000.parquet +3 -0
- meta/episodes/chunk-000/file-000.parquet +3 -0
- meta/info.json +132 -0
- meta/stats.json +253 -0
- meta/tasks.parquet +3 -0
- videos/observation.image/chunk-000/file-000.mp4 +3 -0
.gitattributes
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.lz4 filter=lfs diff=lfs merge=lfs -text
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*.mds filter=lfs diff=lfs merge=lfs -text
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*.mlmodel filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.lz4 filter=lfs diff=lfs merge=lfs -text
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*.mlmodel filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
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@@ -0,0 +1,158 @@
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| 1 |
+
---
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| 2 |
+
license: mit
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| 3 |
+
task_categories:
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- robotics
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tags:
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- LeRobot
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configs:
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- config_name: default
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data_files: data/*/*.parquet
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---
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+
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+
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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+
## Dataset Description
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| 15 |
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- **Homepage:** https://diffusion-policy.cs.columbia.edu/
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- **Paper:** https://arxiv.org/abs/2303.04137v5
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- **License:** mit
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## Dataset Structure
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| 23 |
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+
[meta/info.json](meta/info.json):
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```json
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{
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+
"codebase_version": "v2.0",
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| 28 |
+
"robot_type": "unknown",
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| 29 |
+
"total_episodes": 206,
|
| 30 |
+
"total_frames": 25650,
|
| 31 |
+
"total_tasks": 1,
|
| 32 |
+
"total_videos": 206,
|
| 33 |
+
"total_chunks": 1,
|
| 34 |
+
"chunks_size": 1000,
|
| 35 |
+
"fps": 10,
|
| 36 |
+
"splits": {
|
| 37 |
+
"train": "0:206"
|
| 38 |
+
},
|
| 39 |
+
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
|
| 40 |
+
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
|
| 41 |
+
"features": {
|
| 42 |
+
"observation.image": {
|
| 43 |
+
"dtype": "video",
|
| 44 |
+
"shape": [
|
| 45 |
+
96,
|
| 46 |
+
96,
|
| 47 |
+
3
|
| 48 |
+
],
|
| 49 |
+
"names": [
|
| 50 |
+
"height",
|
| 51 |
+
"width",
|
| 52 |
+
"channel"
|
| 53 |
+
],
|
| 54 |
+
"video_info": {
|
| 55 |
+
"video.fps": 10.0,
|
| 56 |
+
"video.codec": "av1",
|
| 57 |
+
"video.pix_fmt": "yuv420p",
|
| 58 |
+
"video.is_depth_map": false,
|
| 59 |
+
"has_audio": false
|
| 60 |
+
}
|
| 61 |
+
},
|
| 62 |
+
"observation.state": {
|
| 63 |
+
"dtype": "float32",
|
| 64 |
+
"shape": [
|
| 65 |
+
2
|
| 66 |
+
],
|
| 67 |
+
"names": {
|
| 68 |
+
"motors": [
|
| 69 |
+
"motor_0",
|
| 70 |
+
"motor_1"
|
| 71 |
+
]
|
| 72 |
+
}
|
| 73 |
+
},
|
| 74 |
+
"action": {
|
| 75 |
+
"dtype": "float32",
|
| 76 |
+
"shape": [
|
| 77 |
+
2
|
| 78 |
+
],
|
| 79 |
+
"names": {
|
| 80 |
+
"motors": [
|
| 81 |
+
"motor_0",
|
| 82 |
+
"motor_1"
|
| 83 |
+
]
|
| 84 |
+
}
|
| 85 |
+
},
|
| 86 |
+
"episode_index": {
|
| 87 |
+
"dtype": "int64",
|
| 88 |
+
"shape": [
|
| 89 |
+
1
|
| 90 |
+
],
|
| 91 |
+
"names": null
|
| 92 |
+
},
|
| 93 |
+
"frame_index": {
|
| 94 |
+
"dtype": "int64",
|
| 95 |
+
"shape": [
|
| 96 |
+
1
|
| 97 |
+
],
|
| 98 |
+
"names": null
|
| 99 |
+
},
|
| 100 |
+
"timestamp": {
|
| 101 |
+
"dtype": "float32",
|
| 102 |
+
"shape": [
|
| 103 |
+
1
|
| 104 |
+
],
|
| 105 |
+
"names": null
|
| 106 |
+
},
|
| 107 |
+
"next.reward": {
|
| 108 |
+
"dtype": "float32",
|
| 109 |
+
"shape": [
|
| 110 |
+
1
|
| 111 |
+
],
|
| 112 |
+
"names": null
|
| 113 |
+
},
|
| 114 |
+
"next.done": {
|
| 115 |
+
"dtype": "bool",
|
| 116 |
+
"shape": [
|
| 117 |
+
1
|
| 118 |
+
],
|
| 119 |
+
"names": null
|
| 120 |
+
},
|
| 121 |
+
"next.success": {
|
| 122 |
+
"dtype": "bool",
|
| 123 |
+
"shape": [
|
| 124 |
+
1
|
| 125 |
+
],
|
| 126 |
+
"names": null
|
| 127 |
+
},
|
| 128 |
+
"index": {
|
| 129 |
+
"dtype": "int64",
|
| 130 |
+
"shape": [
|
| 131 |
+
1
|
| 132 |
+
],
|
| 133 |
+
"names": null
|
| 134 |
+
},
|
| 135 |
+
"task_index": {
|
| 136 |
+
"dtype": "int64",
|
| 137 |
+
"shape": [
|
| 138 |
+
1
|
| 139 |
+
],
|
| 140 |
+
"names": null
|
| 141 |
+
}
|
| 142 |
+
}
|
| 143 |
+
}
|
| 144 |
+
```
|
| 145 |
+
|
| 146 |
+
|
| 147 |
+
## Citation
|
| 148 |
+
|
| 149 |
+
**BibTeX:**
|
| 150 |
+
|
| 151 |
+
```bibtex
|
| 152 |
+
@article{chi2024diffusionpolicy,
|
| 153 |
+
author = {Cheng Chi and Zhenjia Xu and Siyuan Feng and Eric Cousineau and Yilun Du and Benjamin Burchfiel and Russ Tedrake and Shuran Song},
|
| 154 |
+
title ={Diffusion Policy: Visuomotor Policy Learning via Action Diffusion},
|
| 155 |
+
journal = {The International Journal of Robotics Research},
|
| 156 |
+
year = {2024},
|
| 157 |
+
}
|
| 158 |
+
```
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data/chunk-000/file-000.parquet
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:9abc0431f12d10c33b5b37b1bf1e6e557c8ae1c8c29fb86658969e48fcbbbf01
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| 3 |
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size 674393
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meta/episodes/chunk-000/file-000.parquet
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:bc1226f33d3d1635ec1954f9942073709be8e106fde5f4f16b9d52edc4e0ebc4
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| 3 |
+
size 106584
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meta/info.json
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| 1 |
+
{
|
| 2 |
+
"codebase_version": "v3.0",
|
| 3 |
+
"robot_type": "unknown",
|
| 4 |
+
"total_episodes": 206,
|
| 5 |
+
"total_frames": 25650,
|
| 6 |
+
"total_tasks": 1,
|
| 7 |
+
"chunks_size": 1000,
|
| 8 |
+
"fps": 10,
|
| 9 |
+
"splits": {
|
| 10 |
+
"train": "0:206"
|
| 11 |
+
},
|
| 12 |
+
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
|
| 13 |
+
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
|
| 14 |
+
"features": {
|
| 15 |
+
"observation.image": {
|
| 16 |
+
"dtype": "video",
|
| 17 |
+
"shape": [
|
| 18 |
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96,
|
| 19 |
+
96,
|
| 20 |
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3
|
| 21 |
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],
|
| 22 |
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"names": [
|
| 23 |
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"height",
|
| 24 |
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"width",
|
| 25 |
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"channel"
|
| 26 |
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],
|
| 27 |
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"video_info": {
|
| 28 |
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"video.fps": 10.0,
|
| 29 |
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"video.codec": "av1",
|
| 30 |
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"video.pix_fmt": "yuv420p",
|
| 31 |
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"video.is_depth_map": false,
|
| 32 |
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"has_audio": false
|
| 33 |
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}
|
| 34 |
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},
|
| 35 |
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"observation.state": {
|
| 36 |
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"dtype": "float32",
|
| 37 |
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"shape": [
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| 38 |
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2
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| 39 |
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],
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| 40 |
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"names": {
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| 41 |
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| 42 |
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"motor_0",
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| 43 |
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"motor_1"
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]
|
| 45 |
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},
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| 46 |
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"fps": 10.0
|
| 47 |
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},
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| 48 |
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"action": {
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| 49 |
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"dtype": "float32",
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| 50 |
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"shape": [
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| 51 |
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2
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|
| 53 |
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"names": {
|
| 54 |
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"motors": [
|
| 55 |
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"motor_0",
|
| 56 |
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"motor_1"
|
| 57 |
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]
|
| 58 |
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},
|
| 59 |
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"fps": 10.0
|
| 60 |
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},
|
| 61 |
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"episode_index": {
|
| 62 |
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"dtype": "int64",
|
| 63 |
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| 64 |
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1
|
| 65 |
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|
| 68 |
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},
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| 69 |
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"frame_index": {
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"dtype": "int64",
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