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Browse files- README.md +182 -0
- data/chunk-000/episode_000000.parquet +3 -0
- data/chunk-000/episode_000001.parquet +3 -0
- data/chunk-000/episode_000002.parquet +3 -0
- data/chunk-000/episode_000003.parquet +3 -0
- meta/episodes.jsonl +4 -0
- meta/episodes_stats.jsonl +4 -0
- meta/info.json +150 -0
- meta/tasks.jsonl +1 -0
- videos/chunk-000/observation.images.screwdriver/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.screwdriver/episode_000001.mp4 +3 -0
- videos/chunk-000/observation.images.screwdriver/episode_000002.mp4 +3 -0
- videos/chunk-000/observation.images.screwdriver/episode_000003.mp4 +3 -0
- videos/chunk-000/observation.images.side/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.side/episode_000001.mp4 +3 -0
- videos/chunk-000/observation.images.side/episode_000002.mp4 +3 -0
- videos/chunk-000/observation.images.side/episode_000003.mp4 +3 -0
- videos/chunk-000/observation.images.top/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.top/episode_000001.mp4 +3 -0
- videos/chunk-000/observation.images.top/episode_000002.mp4 +3 -0
- videos/chunk-000/observation.images.top/episode_000003.mp4 +3 -0
README.md
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| 1 |
+
---
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| 2 |
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license: apache-2.0
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| 3 |
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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 |
+
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 |
+
|
| 12 |
+
This dataset was created using [LeRobot Data Studio](https://github.com/jackvial/assembler0/tree/main/packages/lerobot-data-studio).
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| 13 |
+
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| 14 |
+
## Dataset Description
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| 15 |
+
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| 16 |
+
- **Homepage:** [More Information Needed]
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| 17 |
+
- **Paper:** [More Information Needed]
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| 18 |
+
- **License:** apache-2.0
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| 19 |
+
|
| 20 |
+
## Dataset Structure
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| 21 |
+
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| 22 |
+
[meta/info.json](meta/info.json):
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| 23 |
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```json
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| 24 |
+
{
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| 25 |
+
"codebase_version": "v2.1",
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| 26 |
+
"robot_type": "koch_screwdriver_follower",
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| 27 |
+
"total_episodes": 4,
|
| 28 |
+
"total_frames": 976,
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| 29 |
+
"total_tasks": 1,
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| 30 |
+
"total_videos": 15,
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| 31 |
+
"total_chunks": 1,
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| 32 |
+
"chunks_size": 1000,
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| 33 |
+
"fps": 30,
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| 34 |
+
"splits": {
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| 35 |
+
"train": "0:4"
|
| 36 |
+
},
|
| 37 |
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
|
| 38 |
+
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
|
| 39 |
+
"features": {
|
| 40 |
+
"action": {
|
| 41 |
+
"dtype": "float32",
|
| 42 |
+
"shape": [
|
| 43 |
+
6
|
| 44 |
+
],
|
| 45 |
+
"names": [
|
| 46 |
+
"shoulder_pan.pos",
|
| 47 |
+
"shoulder_lift.pos",
|
| 48 |
+
"elbow_flex.pos",
|
| 49 |
+
"wrist_flex.pos",
|
| 50 |
+
"wrist_roll.pos",
|
| 51 |
+
"screwdriver.vel"
|
| 52 |
+
]
|
| 53 |
+
},
|
| 54 |
+
"observation.state": {
|
| 55 |
+
"dtype": "float32",
|
| 56 |
+
"shape": [
|
| 57 |
+
6
|
| 58 |
+
],
|
| 59 |
+
"names": [
|
| 60 |
+
"shoulder_pan.pos",
|
| 61 |
+
"shoulder_lift.pos",
|
| 62 |
+
"elbow_flex.pos",
|
| 63 |
+
"wrist_flex.pos",
|
| 64 |
+
"wrist_roll.pos",
|
| 65 |
+
"screwdriver.vel"
|
| 66 |
+
]
|
| 67 |
+
},
|
| 68 |
+
"observation.images.screwdriver": {
|
| 69 |
+
"dtype": "video",
|
| 70 |
+
"shape": [
|
| 71 |
+
600,
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| 72 |
+
800,
|
| 73 |
+
3
|
| 74 |
+
],
|
| 75 |
+
"names": [
|
| 76 |
+
"height",
|
| 77 |
+
"width",
|
| 78 |
+
"channels"
|
| 79 |
+
],
|
| 80 |
+
"info": {
|
| 81 |
+
"video.height": 600,
|
| 82 |
+
"video.width": 800,
|
| 83 |
+
"video.codec": "av1",
|
| 84 |
+
"video.pix_fmt": "yuv420p",
|
| 85 |
+
"video.is_depth_map": false,
|
| 86 |
+
"video.fps": 30,
|
| 87 |
+
"video.channels": 3,
|
| 88 |
+
"has_audio": false
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
"observation.images.side": {
|
| 92 |
+
"dtype": "video",
|
| 93 |
+
"shape": [
|
| 94 |
+
600,
|
| 95 |
+
800,
|
| 96 |
+
3
|
| 97 |
+
],
|
| 98 |
+
"names": [
|
| 99 |
+
"height",
|
| 100 |
+
"width",
|
| 101 |
+
"channels"
|
| 102 |
+
],
|
| 103 |
+
"info": {
|
| 104 |
+
"video.height": 600,
|
| 105 |
+
"video.width": 800,
|
| 106 |
+
"video.codec": "av1",
|
| 107 |
+
"video.pix_fmt": "yuv420p",
|
| 108 |
+
"video.is_depth_map": false,
|
| 109 |
+
"video.fps": 30,
|
| 110 |
+
"video.channels": 3,
|
| 111 |
+
"has_audio": false
|
| 112 |
+
}
|
| 113 |
+
},
|
| 114 |
+
"observation.images.top": {
|
| 115 |
+
"dtype": "video",
|
| 116 |
+
"shape": [
|
| 117 |
+
600,
|
| 118 |
+
800,
|
| 119 |
+
3
|
| 120 |
+
],
|
| 121 |
+
"names": [
|
| 122 |
+
"height",
|
| 123 |
+
"width",
|
| 124 |
+
"channels"
|
| 125 |
+
],
|
| 126 |
+
"info": {
|
| 127 |
+
"video.height": 600,
|
| 128 |
+
"video.width": 800,
|
| 129 |
+
"video.codec": "av1",
|
| 130 |
+
"video.pix_fmt": "yuv420p",
|
| 131 |
+
"video.is_depth_map": false,
|
| 132 |
+
"video.fps": 30,
|
| 133 |
+
"video.channels": 3,
|
| 134 |
+
"has_audio": false
|
| 135 |
+
}
|
| 136 |
+
},
|
| 137 |
+
"timestamp": {
|
| 138 |
+
"dtype": "float32",
|
| 139 |
+
"shape": [
|
| 140 |
+
1
|
| 141 |
+
],
|
| 142 |
+
"names": null
|
| 143 |
+
},
|
| 144 |
+
"frame_index": {
|
| 145 |
+
"dtype": "int64",
|
| 146 |
+
"shape": [
|
| 147 |
+
1
|
| 148 |
+
],
|
| 149 |
+
"names": null
|
| 150 |
+
},
|
| 151 |
+
"episode_index": {
|
| 152 |
+
"dtype": "int64",
|
| 153 |
+
"shape": [
|
| 154 |
+
1
|
| 155 |
+
],
|
| 156 |
+
"names": null
|
| 157 |
+
},
|
| 158 |
+
"index": {
|
| 159 |
+
"dtype": "int64",
|
| 160 |
+
"shape": [
|
| 161 |
+
1
|
| 162 |
+
],
|
| 163 |
+
"names": null
|
| 164 |
+
},
|
| 165 |
+
"task_index": {
|
| 166 |
+
"dtype": "int64",
|
| 167 |
+
"shape": [
|
| 168 |
+
1
|
| 169 |
+
],
|
| 170 |
+
"names": null
|
| 171 |
+
}
|
| 172 |
+
}
|
| 173 |
+
}
|
| 174 |
+
```
|
| 175 |
+
|
| 176 |
+
## Citation
|
| 177 |
+
|
| 178 |
+
**BibTeX:**
|
| 179 |
+
|
| 180 |
+
```bibtex
|
| 181 |
+
[More Information Needed]
|
| 182 |
+
```
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data/chunk-000/episode_000000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:b0b3ce9c3a21ba1b2dc7bfb8b500556fbabcb00934b606a36868283b22837a04
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size 13200
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data/chunk-000/episode_000001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:c365e5b8525a85028b9e995c8ec883566bec21098dfc2461b88d178da4180310
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size 14135
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data/chunk-000/episode_000002.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:86b636a1443194d6e76a5b84b3b09e3bbc27c38807370256da35f25b9adba7ad
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size 15087
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data/chunk-000/episode_000003.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:2de1a280a88c221f0a2f74aa6900fec1b0a463dc3886b68609cb5d87d9d3055b
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size 14395
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meta/episodes.jsonl
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{"episode_index": 0, "tasks": ["Move towards the silver screw in the orange panel. Then place the screwdriver bit on the screw, and turn the screwdriver bit clockwise until the screw is has been fully screwed in."], "length": 244}
|
| 2 |
+
{"episode_index": 1, "tasks": ["Move towards the silver screw in the orange panel. Then place the screwdriver bit on the screw, and turn the screwdriver bit clockwise until the screw is has been fully screwed in."], "length": 244}
|
| 3 |
+
{"episode_index": 2, "tasks": ["Move towards the silver screw in the orange panel. Then place the screwdriver bit on the screw, and turn the screwdriver bit clockwise until the screw is has been fully screwed in."], "length": 244}
|
| 4 |
+
{"episode_index": 3, "tasks": ["Move towards the silver screw in the orange panel. Then place the screwdriver bit on the screw, and turn the screwdriver bit clockwise until the screw is has been fully screwed in."], "length": 244}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"action": {"min": [-4.810744762420654, -100.0, -67.28260803222656, -26.058324813842773, -5.201465129852295, 0.0], "max": [2.759462833404541, -38.61551284790039, -12.717391014099121, 71.77798461914062, 5.103785037994385, 5.0], "mean": [1.2378159761428833, -64.01022338867188, -43.66265869140625, 24.88277816772461, 1.4513905048370361, 0.6803278923034668], "std": [1.7239296436309814, 17.429086685180664, 20.918203353881836, 37.76675033569336, 2.700734853744507, 1.5695163011550903], "count": [244]}, "observation.state": {"min": [-4.9084248542785645, -95.11278533935547, -74.67018127441406, -16.769596099853516, -4.713064670562744, -1.0], "max": [2.612942695617676, -36.842105865478516, -17.994722366333008, 70.35629272460938, 4.3223443031311035, 7.0], "mean": [1.28885817527771, -61.71956253051758, -47.19887161254883, 26.836585998535156, 1.2550297975540161, 1.450819730758667], "std": [1.7149206399917603, 16.83479881286621, 19.058198928833008, 35.145111083984375, 2.638856887817383, 1.5073727369308472], "count": [244]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.3031843096405229]], [[0.26350789215686277]], [[0.24719958946078432]]], "std": [[[0.2870705928877249]], [[0.271118210311975]], [[0.25047383848990984]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.1377845894607843]], [[0.1342639848856209]], [[0.1264599080882353]]], "std": [[[0.19691955722003637]], [[0.18791755020695258]], [[0.13222372296747006]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.2772173958333333]], [[0.2834379758986928]], [[0.29042185049019603]]], "std": [[[0.295038471985845]], [[0.29802534713344464]], [[0.23036034838342115]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [8.1], "mean": [4.05], "std": [2.3478713763747794], "count": [244]}, "frame_index": {"min": [0], "max": [243], "mean": [121.5], "std": [70.43614129124337], "count": [244]}, "episode_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [244]}, "index": {"min": [0], "max": [243], "mean": [121.5], "std": [70.43614129124337], "count": [244]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [244]}}}
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| 2 |
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meta/info.json
ADDED
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meta/tasks.jsonl
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|
| 1 |
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{"task_index": 0, "task": "Move towards the silver screw in the orange panel. Then place the screwdriver bit on the screw, and turn the screwdriver bit clockwise until the screw is has been fully screwed in."}
|
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ADDED
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