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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 |
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- 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](https://github.com/huggingface/lerobot).
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| 13 |
+
|
| 14 |
+
## Dataset Description
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| 15 |
+
|
| 16 |
+
- **Homepage:** [More Information Needed]
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| 17 |
+
- **Paper:** [More Information Needed]
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| 18 |
+
- **License:** apache-2.0
|
| 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
|
| 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": 782,
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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,
|
| 33 |
+
"fps": 30,
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| 34 |
+
"splits": {
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| 35 |
+
"train": "0:4"
|
| 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:f09b9000f908975e016479b7ac55253b9bc1d318fdd2e047b0dcf902d7d62bd2
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size 12590
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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 sha256:13456a625a426e7dd7be0dd5c0631285535edea4871da980de42780b53d91463
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size 12559
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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 sha256:61405a8170e29bafc59a86eec2666ee8e53b33e6b1ea9cc2d6b8496e2cb50b7c
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size 12571
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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 sha256:9de56ee369884959676e4e620908e42f9c12eb9937d73c11d1c5427a7588e952
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size 12297
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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": 196}
|
| 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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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"action": {"min": [-5.103785037994385, -100.0, -83.05975341796875, -64.5331802368164, -2.759462833404541, -4.0], "max": [5.5921854972839355, -25.172754287719727, -30.925804138183594, 76.51203918457031, 6.373626232147217, 200.0], "mean": [-0.6180145144462585, -54.217777252197266, -66.78079223632812, -24.668682098388672, 1.5640089511871338, 78.03589630126953], "std": [2.658247232437134, 25.23101234436035, 9.846266746520996, 59.94377517700195, 3.031588554382324, 90.19255828857422], "count": [195]}, "observation.state": {"min": [-3.0036630630493164, -96.53284454345703, -100.0, -63.26530456542969, 1.3919414281845093, -4.0], "max": [5.34798526763916, -36.131385803222656, -36.01637268066406, 76.3038558959961, 6.080585956573486, 213.0], "mean": [-0.05547746643424034, -56.13983917236328, -70.52019500732422, -21.20473289489746, 2.6980974674224854, 78.5846176147461], "std": [1.9354127645492554, 20.523408889770508, 9.723322868347168, 56.61505126953125, 1.7288061380386353, 89.59312438964844], "count": [195]}, "observation.images.screwdriver": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.3729716421568628]], [[0.3335562581699346]], [[0.33113738766339873]]], "std": [[[0.29966718176984913]], [[0.28747993031290286]], [[0.27961537151892385]]], "count": [100]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.26548517565359475]], [[0.28299077614379087]], [[0.27272130514705883]]], "std": [[[0.2122901312303624]], [[0.21225405593987512]], [[0.20375129054137975]]], "count": [100]}, "observation.images.top": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.28718793913398694]], [[0.29164660743464055]], [[0.3065163276143791]]], "std": [[[0.30654903763248065]], [[0.30896730288159036]], [[0.24843389626264945]]], "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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meta/tasks.jsonl
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|
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ADDED
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