RogersPyke commited on
Commit
2043981
·
verified ·
1 Parent(s): c8e542d

Upload 1.md

Browse files
Files changed (1) hide show
  1. 1.md +330 -0
1.md ADDED
@@ -0,0 +1,330 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ task_categories:
3
+ - robotics
4
+
5
+ language:
6
+ - en
7
+ - zh
8
+
9
+
10
+ extra_gated_prompt: 'By accessing this dataset, you agree to cite the associated paper in your research/publications—see the ''Citation'' section for details. You agree to not use the dataset to conduct experiments that cause harm to human subjects.'
11
+
12
+
13
+
14
+ extra_gated_fields:
15
+
16
+ Country:
17
+ type: 'country'
18
+ description: 'e.g., ''Germany'', ''China'', ''United States'''
19
+
20
+ Company/Organization:
21
+ type: 'text'
22
+ description: 'e.g., ''ETH Zurich'', ''Boston Dynamics'', ''Independent Researcher'''
23
+
24
+
25
+
26
+ tags:
27
+ - RoboCOIN
28
+ - LeRobot
29
+
30
+ frame_range: 10K-100K
31
+
32
+ license: apache-2.0
33
+
34
+ configs:
35
+ - config_name: default
36
+ data_files: data/*/*.parquet
37
+ ---
38
+
39
+ # Agibot_g1_Pick_apple
40
+
41
+ **UUID:** `550e8400-e29b-41d4-a716-446655440000`
42
+
43
+ ![Dataset Preview](./assets/thumbnails/Agibot-g1_Pick_apple.jpg)
44
+ [Watch Video](./assets/videos/Agibot-g1_Pick_apple.mp4)
45
+
46
+ ### Overview
47
+
48
+ | Metric | Value |
49
+ |--------|-------|
50
+ | **Total Frames** | 50000 |
51
+ | **Frame Rate (FPS)** | 30 |
52
+ | **Total Episodes** | 100 |
53
+ | **Total Tasks** | 100 |
54
+
55
+
56
+ ### Primary Task Instruction
57
+ > pick up the apple from the table and place it into the basket.
58
+
59
+ ### Robot Configuration
60
+
61
+ - **Robot Name:** `Agibot+G1edu-u3`
62
+ - **Robot Type:** `G1edu-u3`
63
+ - **Codebase Version:** `v2.1`
64
+ - **End-Effector Name:** `['Agibot+two_finger_gripper', 'Agibot+three_finger_gripper']`
65
+ - **End-Effector Type:** `two_finger_gripper, three_finger_gripper`
66
+ - **Teleoperation Type:** `cable, wireless`
67
+
68
+ ## 🏠 Scene and Objects
69
+
70
+ ### Scene Type
71
+ `home-kitchen`
72
+
73
+ ### Objects
74
+ - `table-furniture-table`
75
+ - `basket-container-basket`
76
+
77
+
78
+ ## 🎯 Task Descriptions
79
+
80
+ - **Standardized Task Name:** `Agibot_g1_Pick_apple`
81
+ - **Standardized Task Description:** `Left_arm+pick+apple`
82
+ - **Operation Type:** `simgle_arm`
83
+
84
+ ### Sub-Tasks
85
+ This dataset includes 3 distinct subtasks:
86
+
87
+ 1. **Grasp the apple with the left gripper**
88
+ 2. **Place the apple into the basket with the left gripper**
89
+ 3. **End**
90
+
91
+
92
+ ### Atomic Actions
93
+ - `pick`
94
+ - `place`
95
+ - `grasp`
96
+
97
+
98
+ ## 🛠️ Hardware & Sensors
99
+
100
+ ### Sensors
101
+ - `Depth_camera`
102
+ - `RGB_camera`
103
+ - `IMU`
104
+ - `Force_sensor`
105
+
106
+
107
+ ### Camera Information
108
+ ['Camera 1: RGB, 1280x720, 30fps', 'Camera 2: RGB, 1280x720, 30fps', 'Camera 3: Depth, 640x480, 30fps']
109
+
110
+ ### Coordinate System
111
+ - **Definition:** `right_hand_frame`
112
+ - **Origin (XYZ):** `[0, 0, 0]`
113
+
114
+ ### Dimensions & Units
115
+ - **Joint Rotation:** `radian`
116
+ - **End-Effector Rotation:** `radian`
117
+ - **End-Effector Translation:** `meter`
118
+ - **Base Rotation:** `radian`
119
+ - **Base Translation:** `meter`
120
+ - **Operation Platform Height:** `77.2 cm`
121
+
122
+ ## 📊 Dataset Statistics
123
+
124
+ | Metric | Value |
125
+ |--------|-------|
126
+ | **Total Episodes** | 100 |
127
+ | **Total Frames** | 50000 |
128
+ | **Total Tasks** | 100 |
129
+ | **Total Videos** | 100 |
130
+ | **Total Chunks** | 10 |
131
+ | **Chunk Size** | 10 |
132
+ | **FPS** | 30 |
133
+ | **Total Duration** | 27:46:40 |
134
+ | **Video Resolution** | 1280x720 |
135
+ | **State Dimensions** | 14 |
136
+ | **Action Dimensions** | 7 |
137
+ | **Camera Views** | 3 |
138
+ | **Dataset Size** | 2.7GB |
139
+
140
+
141
+ ## 📂 Data Splits
142
+
143
+ The dataset is organized into the following splits:
144
+
145
+ - **Training**: Episodes 0:89
146
+ - **Validation**: Episodes 89:99
147
+ - **Test**: Episodes 99:109
148
+
149
+
150
+ ## 📁 Dataset Structure
151
+
152
+ This dataset follows the LeRobot format and contains the following components:
153
+
154
+ ### Data Files
155
+ - **Videos**: Compressed video files containing RGB camera observations
156
+ - **State Data**: Robot joint positions, velocities, and other state information
157
+ - **Action Data**: Robot action commands and trajectories
158
+ - **Metadata**: Episode metadata, timestamps, and annotations
159
+
160
+ ### File Organization
161
+ - **Data Path Pattern**: `data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet`
162
+ - **Video Path Pattern**: `videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4`
163
+ - **Chunking**: Data is organized into 10 chunk(s)
164
+ of size 10
165
+
166
+
167
+ ## 🎥 Camera Views
168
+
169
+ This dataset includes 3 camera views.
170
+
171
+ ### Features Schema
172
+
173
+ The dataset includes the following features:
174
+
175
+ #### Visual Observations
176
+ - **observation.images.camera_1**: video
177
+ - FPS: 30
178
+ - Codec: h264
179
+
180
+ #### State and Action
181
+
182
+ - **observation.state**: float32
183
+
184
+
185
+ - **action**: float32
186
+
187
+
188
+ #### Temporal Information
189
+
190
+ - **timestamp**: float64
191
+
192
+
193
+ - **frame_index**: int64
194
+
195
+
196
+ - **episode_index**: int64
197
+
198
+
199
+
200
+
201
+ #### Annotations
202
+
203
+ - **subtask_annotation**: string
204
+
205
+
206
+ - **scene_annotation**: string
207
+
208
+
209
+ #### Motion Features
210
+
211
+ - **eef_sim_pose_state**: float32
212
+ - Dimensions: x, y, z, qx, qy, qz, qw
213
+
214
+
215
+
216
+
217
+
218
+
219
+
220
+
221
+
222
+ #### Gripper Features
223
+
224
+
225
+
226
+
227
+
228
+
229
+
230
+ ### Meta Information
231
+
232
+ The complete dataset metadata is available in [meta/info.json](meta/info.json):
233
+
234
+ ```json
235
+ {
236
+ "info": "Complete metadata available in meta/info.json"
237
+ }
238
+ ```
239
+
240
+ ### Directory Structure
241
+
242
+ The dataset is organized as follows (showing leaf directories with first 5 files only):
243
+
244
+ ```
245
+ dataset/
246
+ ├── data/
247
+ │ └── chunk-*/episode_*.parquet
248
+ ├── videos/
249
+ │ └── chunk-*/camera_*/episode_*.mp4
250
+ ├── meta/
251
+ │ └── info.json
252
+ └── README.md
253
+
254
+ ```
255
+
256
+ ## 🏷️ Available Annotations
257
+
258
+ This dataset includes rich annotations to support diverse learning approaches:
259
+
260
+
261
+
262
+
263
+
264
+ ### Additional Features
265
+ - **End-Effector Simulation Pose**: 6D pose information for end-effectors in simulation space
266
+ - Available for both state and action
267
+ - **Gripper Opening Scale**: Continuous gripper opening measurements
268
+ - Available for both state and action
269
+
270
+
271
+ ## 🏷️ Dataset Tags
272
+
273
+ - `RoboCOIN`
274
+ - `LeRobot`
275
+
276
+
277
+ ## 👥 Authors
278
+
279
+ ### Contributors
280
+ This dataset is contributed by:
281
+ - RoboCOIN
282
+ - [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
283
+ - RoboCOIN Team
284
+
285
+
286
+ ## 🔗 Links
287
+
288
+ - **🏠 Homepage:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
289
+ - **📄 Paper:** [https://arxiv.org/abs/2511.17441](https://arxiv.org/abs/2511.17441)
290
+ - **💻 Repository:** [https://github.com/FlagOpen/RoboCOIN](https://github.com/FlagOpen/RoboCOIN)
291
+ - **📜 License:** apache-2.0
292
+
293
+ ## 📞 Contact and Support
294
+
295
+ For questions, issues, or feedback regarding this dataset, please contact:
296
+ - **Email:** robocoin@baai.ac.cn
297
+ For questions, issues, or feedback regarding this dataset, please contact us.
298
+ ### Support
299
+ For technical support, please open an issue on our GitHub repository.
300
+
301
+ ## 📄 License
302
+
303
+ This dataset is released under the **apache-2.0** license.
304
+
305
+ Please refer to the LICENSE file for full license terms and conditions.
306
+
307
+ ## 📚 Citation
308
+
309
+ If you use this dataset in your research, please cite:
310
+
311
+ ```bibtex
312
+ @article{robocoin,
313
+ title={RoboCOIN: An Open-Sourced Bimanual Robotic Data Collection for Integrated Manipulation},
314
+ author={...},
315
+ journal={arXiv preprint arXiv:2511.17441},
316
+ url={https://arxiv.org/abs/2511.17441},
317
+ year={2025}
318
+ }
319
+
320
+ ```
321
+
322
+ ### Additional References
323
+
324
+ If you use this dataset, please also consider citing:
325
+ - LeRobot Framework: https://github.com/huggingface/lerobot
326
+
327
+ ## 📌 Version Information
328
+
329
+ ## Version History
330
+ - v1.0.0 (2025-11): Initial release