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@@ -1,10 +1,9 @@
1
  ---
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- license: mit
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  task_categories:
4
  - robotics
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  tags:
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  - LeRobot
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- - aloha
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  configs:
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  - config_name: default
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  data_files: data/*/*.parquet
@@ -16,30 +15,85 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
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- - **Homepage:** https://tonyzhaozh.github.io/aloha/
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- - **Paper:** https://arxiv.org/abs/2304.13705
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- - **License:** mit
22
 
23
  ## Dataset Structure
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25
  [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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  "robot_type": "aloha",
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  "total_episodes": 50,
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  "total_frames": 35000,
32
  "total_tasks": 1,
33
- "total_videos": 200,
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- "total_chunks": 1,
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  "chunks_size": 1000,
 
 
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  "fps": 50,
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  "splits": {
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  "train": "0:50"
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  },
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- "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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- "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
42
  "features": {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "observation.images.cam_high": {
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  "dtype": "video",
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  "shape": [
@@ -52,15 +106,18 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
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  "width",
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  "channel"
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  ],
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- "video_info": {
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- "video.fps": 50.0,
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- "video.codec": "av1",
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- "video.pix_fmt": "yuv420p",
 
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  "video.is_depth_map": false,
 
 
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  "has_audio": false
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  }
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  },
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- "observation.images.cam_left_wrist": {
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  "dtype": "video",
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  "shape": [
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  480,
@@ -72,15 +129,18 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
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  "width",
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  "channel"
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  ],
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- "video_info": {
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- "video.fps": 50.0,
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- "video.codec": "av1",
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- "video.pix_fmt": "yuv420p",
 
79
  "video.is_depth_map": false,
 
 
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  "has_audio": false
81
  }
82
  },
83
- "observation.images.cam_low": {
84
  "dtype": "video",
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  "shape": [
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  480,
@@ -92,11 +152,14 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
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  "width",
93
  "channel"
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  ],
95
- "video_info": {
96
- "video.fps": 50.0,
97
- "video.codec": "av1",
98
- "video.pix_fmt": "yuv420p",
 
99
  "video.is_depth_map": false,
 
 
100
  "has_audio": false
101
  }
102
  },
@@ -112,64 +175,19 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
112
  "width",
113
  "channel"
114
  ],
115
- "video_info": {
116
- "video.fps": 50.0,
117
- "video.codec": "av1",
118
- "video.pix_fmt": "yuv420p",
 
119
  "video.is_depth_map": false,
 
 
120
  "has_audio": false
121
  }
122
  },
123
- "observation.state": {
124
- "dtype": "float32",
125
- "shape": [
126
- 14
127
- ],
128
- "names": {
129
- "motors": [
130
- "left_waist",
131
- "left_shoulder",
132
- "left_elbow",
133
- "left_forearm_roll",
134
- "left_wrist_angle",
135
- "left_wrist_rotate",
136
- "left_gripper",
137
- "right_waist",
138
- "right_shoulder",
139
- "right_elbow",
140
- "right_forearm_roll",
141
- "right_wrist_angle",
142
- "right_wrist_rotate",
143
- "right_gripper"
144
- ]
145
- }
146
- },
147
- "action": {
148
  "dtype": "float32",
149
- "shape": [
150
- 14
151
- ],
152
- "names": {
153
- "motors": [
154
- "left_waist",
155
- "left_shoulder",
156
- "left_elbow",
157
- "left_forearm_roll",
158
- "left_wrist_angle",
159
- "left_wrist_rotate",
160
- "left_gripper",
161
- "right_waist",
162
- "right_shoulder",
163
- "right_elbow",
164
- "right_forearm_roll",
165
- "right_wrist_angle",
166
- "right_wrist_rotate",
167
- "right_gripper"
168
- ]
169
- }
170
- },
171
- "episode_index": {
172
- "dtype": "int64",
173
  "shape": [
174
  1
175
  ],
@@ -182,15 +200,8 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
182
  ],
183
  "names": null
184
  },
185
- "timestamp": {
186
- "dtype": "float32",
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- "shape": [
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- 1
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- ],
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- "names": null
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- },
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- "next.done": {
193
- "dtype": "bool",
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  "shape": [
195
  1
196
  ],
@@ -220,12 +231,5 @@ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot)
220
  **BibTeX:**
221
 
222
  ```bibtex
223
- @article{Zhao2023LearningFB,
224
- title={Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware},
225
- author={Tony Zhao and Vikash Kumar and Sergey Levine and Chelsea Finn},
226
- journal={RSS},
227
- year={2023},
228
- volume={abs/2304.13705},
229
- url={https://arxiv.org/abs/2304.13705}
230
- }
231
  ```
 
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
 
15
 
16
 
17
 
18
+ - **Homepage:** [More Information Needed]
19
+ - **Paper:** [More Information Needed]
20
+ - **License:** apache-2.0
21
 
22
  ## Dataset Structure
23
 
24
  [meta/info.json](meta/info.json):
25
  ```json
26
  {
27
+ "codebase_version": "v3.0",
28
  "robot_type": "aloha",
29
  "total_episodes": 50,
30
  "total_frames": 35000,
31
  "total_tasks": 1,
 
 
32
  "chunks_size": 1000,
33
+ "data_files_size_in_mb": 100,
34
+ "video_files_size_in_mb": 200,
35
  "fps": 50,
36
  "splits": {
37
  "train": "0:50"
38
  },
39
+ "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
40
+ "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
41
  "features": {
42
+ "observation.state": {
43
+ "dtype": "float32",
44
+ "shape": [
45
+ 14
46
+ ],
47
+ "names": {
48
+ "motors": [
49
+ "left_waist",
50
+ "left_shoulder",
51
+ "left_elbow",
52
+ "left_forearm_roll",
53
+ "left_wrist_angle",
54
+ "left_wrist_rotate",
55
+ "left_gripper",
56
+ "right_waist",
57
+ "right_shoulder",
58
+ "right_elbow",
59
+ "right_forearm_roll",
60
+ "right_wrist_angle",
61
+ "right_wrist_rotate",
62
+ "right_gripper"
63
+ ]
64
+ }
65
+ },
66
+ "action": {
67
+ "dtype": "float32",
68
+ "shape": [
69
+ 14
70
+ ],
71
+ "names": {
72
+ "motors": [
73
+ "left_waist",
74
+ "left_shoulder",
75
+ "left_elbow",
76
+ "left_forearm_roll",
77
+ "left_wrist_angle",
78
+ "left_wrist_rotate",
79
+ "left_gripper",
80
+ "right_waist",
81
+ "right_shoulder",
82
+ "right_elbow",
83
+ "right_forearm_roll",
84
+ "right_wrist_angle",
85
+ "right_wrist_rotate",
86
+ "right_gripper"
87
+ ]
88
+ }
89
+ },
90
+ "next.done": {
91
+ "dtype": "bool",
92
+ "shape": [
93
+ 1
94
+ ],
95
+ "names": null
96
+ },
97
  "observation.images.cam_high": {
98
  "dtype": "video",
99
  "shape": [
 
106
  "width",
107
  "channel"
108
  ],
109
+ "info": {
110
+ "video.height": 480,
111
+ "video.width": 640,
112
+ "video.codec": "h264",
113
+ "video.pix_fmt": "yuvj420p",
114
  "video.is_depth_map": false,
115
+ "video.fps": 50,
116
+ "video.channels": 3,
117
  "has_audio": false
118
  }
119
  },
120
+ "observation.images.cam_low": {
121
  "dtype": "video",
122
  "shape": [
123
  480,
 
129
  "width",
130
  "channel"
131
  ],
132
+ "info": {
133
+ "video.height": 480,
134
+ "video.width": 640,
135
+ "video.codec": "h264",
136
+ "video.pix_fmt": "yuvj420p",
137
  "video.is_depth_map": false,
138
+ "video.fps": 50,
139
+ "video.channels": 3,
140
  "has_audio": false
141
  }
142
  },
143
+ "observation.images.cam_left_wrist": {
144
  "dtype": "video",
145
  "shape": [
146
  480,
 
152
  "width",
153
  "channel"
154
  ],
155
+ "info": {
156
+ "video.height": 480,
157
+ "video.width": 640,
158
+ "video.codec": "h264",
159
+ "video.pix_fmt": "yuvj420p",
160
  "video.is_depth_map": false,
161
+ "video.fps": 50,
162
+ "video.channels": 3,
163
  "has_audio": false
164
  }
165
  },
 
175
  "width",
176
  "channel"
177
  ],
178
+ "info": {
179
+ "video.height": 480,
180
+ "video.width": 640,
181
+ "video.codec": "h264",
182
+ "video.pix_fmt": "yuvj420p",
183
  "video.is_depth_map": false,
184
+ "video.fps": 50,
185
+ "video.channels": 3,
186
  "has_audio": false
187
  }
188
  },
189
+ "timestamp": {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
190
  "dtype": "float32",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
191
  "shape": [
192
  1
193
  ],
 
200
  ],
201
  "names": null
202
  },
203
+ "episode_index": {
204
+ "dtype": "int64",
 
 
 
 
 
 
 
205
  "shape": [
206
  1
207
  ],
 
231
  **BibTeX:**
232
 
233
  ```bibtex
234
+ [More Information Needed]
 
 
 
 
 
 
 
235
  ```