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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
- data/chunk-000/episode_000005.parquet +3 -0
- data/chunk-000/episode_000006.parquet +3 -0
- meta/episodes.jsonl +7 -0
- meta/episodes_stats.jsonl +7 -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.screwdriver/episode_000005.mp4 +3 -0
- videos/chunk-000/observation.images.screwdriver/episode_000006.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.side/episode_000005.mp4 +3 -0
- videos/chunk-000/observation.images.side/episode_000006.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
- videos/chunk-000/observation.images.top/episode_000005.mp4 +3 -0
- videos/chunk-000/observation.images.top/episode_000006.mp4 +3 -0
README.md
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| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
task_categories:
|
| 4 |
+
- robotics
|
| 5 |
+
tags:
|
| 6 |
+
- LeRobot
|
| 7 |
+
configs:
|
| 8 |
+
- config_name: default
|
| 9 |
+
data_files: data/*/*.parquet
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
This dataset was created using [LeRobot Data Studio](https://github.com/jackvial/assembler0/tree/main/packages/lerobot-data-studio).
|
| 13 |
+
|
| 14 |
+
## Dataset Description
|
| 15 |
+
|
| 16 |
+
- **Homepage:** [More Information Needed]
|
| 17 |
+
- **Paper:** [More Information Needed]
|
| 18 |
+
- **License:** apache-2.0
|
| 19 |
+
|
| 20 |
+
## Dataset Structure
|
| 21 |
+
|
| 22 |
+
[meta/info.json](meta/info.json):
|
| 23 |
+
```json
|
| 24 |
+
{
|
| 25 |
+
"codebase_version": "v2.1",
|
| 26 |
+
"robot_type": "koch_screwdriver_follower",
|
| 27 |
+
"total_episodes": 7,
|
| 28 |
+
"total_frames": 1594,
|
| 29 |
+
"total_tasks": 1,
|
| 30 |
+
"total_videos": 24,
|
| 31 |
+
"total_chunks": 1,
|
| 32 |
+
"chunks_size": 1000,
|
| 33 |
+
"fps": 30,
|
| 34 |
+
"splits": {
|
| 35 |
+
"train": "0:7"
|
| 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:fe398847376fcccd780787e52933dadab98a25efa994b46a903d3f2599045d99
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size 14250
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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 sha256:5ede0eafcaa807de3783beede21061fb3360a4c113b55b63377ca17866d5a146
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size 14685
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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 sha256:1f31305421b56bebcf4229c56276d1ac2dfd4ca955f0d102042e5f8ec7101271
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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:f24e5457b62a87e0ec07ff2ff34f794f996769f7ac5e453b7e8e9a30fc6e131d
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size 14022
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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:cde1e755f4f9ea3b82c86c9b78a3df61558a7f53808bc505b9c2a44e91abfbc9
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size 14511
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data/chunk-000/episode_000005.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:083304a36e5e555d8dcf359c7761c67f2074d8ffb0f3150b7ac0209d9600d20d
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data/chunk-000/episode_000006.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e1a8b5dd8e7925511712b4982ff28dbff8c180e0f721d9fed4ce97b250c5275
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size 14699
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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": 226}
|
| 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": 228}
|
| 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": 228}
|
| 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": 228}
|
| 5 |
+
{"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": 228}
|
| 6 |
+
{"episode_index": 5, "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": 228}
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| 7 |
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{"episode_index": 6, "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": 228}
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meta/episodes_stats.jsonl
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| 1 |
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|
| 1 |
+
{
|
| 2 |
+
"codebase_version": "v2.1",
|
| 3 |
+
"robot_type": "koch_screwdriver_follower",
|
| 4 |
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"total_episodes": 7,
|
| 5 |
+
"total_frames": 1594,
|
| 6 |
+
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|
| 7 |
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"total_videos": 24,
|
| 8 |
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"total_chunks": 1,
|
| 9 |
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"chunks_size": 1000,
|
| 10 |
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"fps": 30,
|
| 11 |
+
"splits": {
|
| 12 |
+
"train": "0:7"
|
| 13 |
+
},
|
| 14 |
+
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
|
| 15 |
+
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
|
| 16 |
+
"features": {
|
| 17 |
+
"action": {
|
| 18 |
+
"dtype": "float32",
|
| 19 |
+
"shape": [
|
| 20 |
+
6
|
| 21 |
+
],
|
| 22 |
+
"names": [
|
| 23 |
+
"shoulder_pan.pos",
|
| 24 |
+
"shoulder_lift.pos",
|
| 25 |
+
"elbow_flex.pos",
|
| 26 |
+
"wrist_flex.pos",
|
| 27 |
+
"wrist_roll.pos",
|
| 28 |
+
"screwdriver.vel"
|
| 29 |
+
]
|
| 30 |
+
},
|
| 31 |
+
"observation.state": {
|
| 32 |
+
"dtype": "float32",
|
| 33 |
+
"shape": [
|
| 34 |
+
6
|
| 35 |
+
],
|
| 36 |
+
"names": [
|
| 37 |
+
"shoulder_pan.pos",
|
| 38 |
+
"shoulder_lift.pos",
|
| 39 |
+
"elbow_flex.pos",
|
| 40 |
+
"wrist_flex.pos",
|
| 41 |
+
"wrist_roll.pos",
|
| 42 |
+
"screwdriver.vel"
|
| 43 |
+
]
|
| 44 |
+
},
|
| 45 |
+
"observation.images.screwdriver": {
|
| 46 |
+
"dtype": "video",
|
| 47 |
+
"shape": [
|
| 48 |
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|
| 49 |
+
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|
| 50 |
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|
| 51 |
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],
|
| 52 |
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"names": [
|
| 53 |
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"height",
|
| 54 |
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"width",
|
| 55 |
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"channels"
|
| 56 |
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|
| 57 |
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"info": {
|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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"has_audio": false
|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
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| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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|
| 107 |
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| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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| 114 |
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|
| 116 |
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| 117 |
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| 118 |
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| 119 |
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|
| 120 |
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| 121 |
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| 124 |
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| 126 |
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|
| 127 |
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| 128 |
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| 129 |
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|
| 132 |
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| 133 |
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|
| 134 |
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|
| 135 |
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|
| 139 |
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| 140 |
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|
| 141 |
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|
| 142 |
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| 143 |
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|
| 146 |
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|
| 148 |
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|
| 149 |
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| 150 |
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|
meta/tasks.jsonl
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"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."}
|
videos/chunk-000/observation.images.screwdriver/episode_000000.mp4
ADDED
|
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ADDED
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ADDED
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ADDED
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