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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
- data/chunk-000/episode_000004.parquet +3 -0
- meta/episodes.jsonl +5 -0
- meta/episodes_stats.jsonl +5 -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.screwdriver/episode_000004.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.side/episode_000004.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
- videos/chunk-000/observation.images.top/episode_000004.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 |
+
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 |
+
- 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](https://github.com/huggingface/lerobot).
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| 13 |
+
|
| 14 |
+
## Dataset Description
|
| 15 |
+
|
| 16 |
+
- **Homepage:** [More Information Needed]
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| 17 |
+
- **Paper:** [More Information Needed]
|
| 18 |
+
- **License:** apache-2.0
|
| 19 |
+
|
| 20 |
+
## Dataset Structure
|
| 21 |
+
|
| 22 |
+
[meta/info.json](meta/info.json):
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| 23 |
+
```json
|
| 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": 5,
|
| 28 |
+
"total_frames": 977,
|
| 29 |
+
"total_tasks": 1,
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| 30 |
+
"total_videos": 15,
|
| 31 |
+
"total_chunks": 1,
|
| 32 |
+
"chunks_size": 1000,
|
| 33 |
+
"fps": 30,
|
| 34 |
+
"splits": {
|
| 35 |
+
"train": "0:5"
|
| 36 |
+
},
|
| 37 |
+
"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,
|
| 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 sha256:4f0120716a1055c07b8fc0e2c62a7c99042064279f7e80c7385353b0ead9090c
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size 12152
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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 sha256:58b8a481761881295d979b827cec4bfe1830b05c51565d129a9ec58bffc0aafb
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size 12365
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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:e136377b7149bb8a22f7879ed1cb6f329231b37f58429b4f63475c85939d64cd
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size 12819
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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 sha256:4afb21892e6e078a4bc5c8531b92d9f2ee642a1bfd398edf93afaeadfd4fef96
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size 12239
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data/chunk-000/episode_000004.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:0594d7c10e0e11cc6f2cdef6bf52f95524bc314123e38a7e11d7523c03e81765
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size 12435
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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": 195}
|
| 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": 195}
|
| 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": 195}
|
| 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": 196}
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| 5 |
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{"episode_index": 4, "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": 196}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"action": {"min": [-0.8547008633613586, -100.0, -54.94505310058594, -51.00440979003906, -1.9780219793319702, 0.0], "max": [5.494505405426025, -48.7889289855957, -24.72527503967285, 62.27339553833008, 6.422466278076172, 141.0], "mean": [2.713878870010376, -68.65313720703125, -39.833160400390625, -12.683805465698242, 1.2354010343551636, 56.89743423461914], "std": [1.455047845840454, 19.273393630981445, 9.274672508239746, 47.95130920410156, 1.9975264072418213, 61.26368713378906], "count": [195]}, "observation.state": {"min": [-0.8058608174324036, -95.61904907226562, -70.77674865722656, -41.31736373901367, -0.7570207715034485, 0.0], "max": [5.201465129852295, -40.0, -30.25529670715332, 62.983123779296875, 5.5433454513549805, 144.0], "mean": [3.152186632156372, -66.40097045898438, -44.259925842285156, -7.920107364654541, 1.4578133821487427, 57.30769348144531], "std": [1.6858114004135132, 18.18081283569336, 8.84654426574707, 44.79746627807617, 1.6265192031860352, 61.25716018676758], "count": [195]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.4144488316993464]], [[0.38622022467320266]], [[0.3673235702614379]]], "std": [[[0.31845867282849927]], [[0.3067598168867295]], [[0.27771209120455914]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.30138104370915036]], [[0.3072977777777778]], [[0.3090100040849673]]], "std": [[[0.27632163198164206]], [[0.2784001805529345]], [[0.213368442422073]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.2835055453431372]], [[0.2896163868464052]], [[0.3172594873366013]]], "std": [[[0.30751178754391256]], [[0.3087534371487941]], [[0.2248360215861968]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [6.466666666666667], "mean": [3.2333333333333334], "std": [1.8763637016156385], "count": [195]}, "frame_index": {"min": [0], "max": [194], "mean": [97.0], "std": [56.290911048469155], "count": [195]}, "episode_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [195]}, "index": {"min": [0], "max": [194], "mean": [97.0], "std": [56.290911048469155], "count": [195]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [195]}}}
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| 2 |
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meta/info.json
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|
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|
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meta/tasks.jsonl
ADDED
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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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