Copy AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle into RoboCOIN_useable
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/.gitattributes +59 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/README.md +329 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/eef_acc_mag_annotation.jsonl +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/eef_direction_annotation.jsonl +7 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/eef_velocity_annotation.jsonl +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/gripper_activity_annotation.jsonl +4 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/gripper_mode_annotation.jsonl +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/scene_annotations.jsonl +49 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/subtask_annotations.jsonl +10 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000000.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000001.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000002.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000003.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000004.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000005.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000006.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000007.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000008.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000009.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000010.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000011.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000012.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000013.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000014.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000015.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000016.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000017.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000018.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000019.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000020.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000021.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000022.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000023.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000024.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000025.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000026.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000027.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000028.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000029.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000030.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000031.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000032.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000033.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000034.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000035.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000036.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000037.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000038.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000039.parquet +3 -0
- AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000040.parquet +3 -0
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/.gitattributes
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AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/README.md
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---
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task_categories:
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| 3 |
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- robotics
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| 4 |
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language:
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- en
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- zh
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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.'
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extra_gated_fields:
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Company/Organization:
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type: 'text'
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description: 'e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"'
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Country:
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type: 'country'
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description: 'e.g., "Germany", "China", "United States"'
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tags:
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- RoboCOIN
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- LeRobot
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frame_range: 1K-10K
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license: apache-2.0
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configs:
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- config_name: default
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data_files: data/*/*.parquet
|
| 37 |
+
---
|
| 38 |
+
|
| 39 |
+
# AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle
|
| 40 |
+
|
| 41 |
+
## 📋 Overview
|
| 42 |
+
|
| 43 |
+
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
|
| 44 |
+
|
| 45 |
+
**Robot Type:** `discover_robotics_aitbot_mmk2`
|
| 46 |
+
| **Codebase Version:** `v2.1`
|
| 47 |
+
**End-Effector Type:** `five_finger_hand`
|
| 48 |
+
|
| 49 |
+
## 🏠 Scene Types
|
| 50 |
+
|
| 51 |
+
This dataset covers the following scene types:
|
| 52 |
+
- `home`
|
| 53 |
+
|
| 54 |
+
|
| 55 |
+
## 🤖 Atomic Actions
|
| 56 |
+
|
| 57 |
+
This dataset includes the following atomic actions:
|
| 58 |
+
- `grasp`
|
| 59 |
+
- `pick`
|
| 60 |
+
- `place`
|
| 61 |
+
|
| 62 |
+
|
| 63 |
+
## 📊 Dataset Statistics
|
| 64 |
+
|
| 65 |
+
| Metric | Value |
|
| 66 |
+
|--------|-------|
|
| 67 |
+
| **Total Episodes** | 47 |
|
| 68 |
+
| **Total Frames** | 9890 |
|
| 69 |
+
| **Total Tasks** | 1 |
|
| 70 |
+
| **Total Videos** | 188 |
|
| 71 |
+
| **Total Chunks** | 1 |
|
| 72 |
+
| **Chunk Size** | 1000 |
|
| 73 |
+
| **FPS** | 30 |
|
| 74 |
+
| **Dataset Size** | 478.8MB |
|
| 75 |
+
|
| 76 |
+
|
| 77 |
+
## 👥 Authors
|
| 78 |
+
|
| 79 |
+
### Contributors
|
| 80 |
+
This dataset is contributed by:
|
| 81 |
+
- [RoboCOIN](https://flagopen.github.io/RoboCOIN/) - RoboCOIN Team
|
| 82 |
+
|
| 83 |
+
|
| 84 |
+
## 🔗 Links
|
| 85 |
+
|
| 86 |
+
- **🏠 Homepage:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
|
| 87 |
+
- **📄 Paper:** [https://arxiv.org/abs/2511.17441](https://arxiv.org/abs/2511.17441)
|
| 88 |
+
- **💻 Repository:** [https://github.com/FlagOpen/RoboCOIN](https://github.com/FlagOpen/RoboCOIN)
|
| 89 |
+
- **🌐 Project Page:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
|
| 90 |
+
- **🐛 Issues:** [https://github.com/FlagOpen/RoboCOIN/issues](https://github.com/FlagOpen/RoboCOIN/issues)
|
| 91 |
+
- **📜 License:** apache-2.0
|
| 92 |
+
|
| 93 |
+
## 🏷️ Dataset Tags
|
| 94 |
+
|
| 95 |
+
- `RoboCOIN`
|
| 96 |
+
- `LeRobot`
|
| 97 |
+
|
| 98 |
+
|
| 99 |
+
## 🎯 Task Descriptions
|
| 100 |
+
|
| 101 |
+
### Primary Tasks
|
| 102 |
+
At the same time as picking up the remote control gripper with one hand, the other hand picks up the mineral water bottle; the first hand then puts its item into the box, followed by the other hand doing the same.
|
| 103 |
+
|
| 104 |
+
### Sub-Tasks
|
| 105 |
+
This dataset includes 10 distinct subtasks:
|
| 106 |
+
|
| 107 |
+
1. **Place the water bottle into the cardboard box with the right gripper**
|
| 108 |
+
2. **End**
|
| 109 |
+
3. **Static**
|
| 110 |
+
4. **Lift the water bottle with the right gripper**
|
| 111 |
+
5. **Grasp the remote control clip with the left gripper **
|
| 112 |
+
6. **Lift the remote control clip with the left gripper **
|
| 113 |
+
7. **Place the remote control clip into the cardboard box with the left gripper**
|
| 114 |
+
8. **Abnormal**
|
| 115 |
+
9. **Grasp the water bottle with the right gripper**
|
| 116 |
+
10. **null**
|
| 117 |
+
|
| 118 |
+
|
| 119 |
+
## 🎥 Camera Views
|
| 120 |
+
|
| 121 |
+
This dataset includes 4 camera views.
|
| 122 |
+
|
| 123 |
+
## 🏷️ Available Annotations
|
| 124 |
+
|
| 125 |
+
This dataset includes rich annotations to support diverse learning approaches:
|
| 126 |
+
|
| 127 |
+
### Subtask Annotations
|
| 128 |
+
- **Subtask Segmentation**: Fine-grained subtask segmentation and labeling
|
| 129 |
+
### Scene Annotations
|
| 130 |
+
- **Scene-level Descriptions**: Semantic scene classifications and descriptions
|
| 131 |
+
### End-Effector Annotations
|
| 132 |
+
- **Direction**: Movement direction classifications for robot end-effectors
|
| 133 |
+
- **Velocity**: Velocity magnitude categorizations during manipulation
|
| 134 |
+
- **Acceleration**: Acceleration magnitude classifications for motion analysis
|
| 135 |
+
|
| 136 |
+
|
| 137 |
+
### Gripper Annotations
|
| 138 |
+
- **Gripper Mode**: Open/close state annotations for gripper control
|
| 139 |
+
- **Gripper Activity**: Activity state classifications (active/inactive)
|
| 140 |
+
|
| 141 |
+
|
| 142 |
+
### Additional Features
|
| 143 |
+
- **End-Effector Simulation Pose**: 6D pose information for end-effectors in simulation space
|
| 144 |
+
- Available for both state and action
|
| 145 |
+
- **Gripper Opening Scale**: Continuous gripper opening measurements
|
| 146 |
+
- Available for both state and action
|
| 147 |
+
|
| 148 |
+
|
| 149 |
+
## 📂 Data Splits
|
| 150 |
+
|
| 151 |
+
The dataset is organized into the following splits:
|
| 152 |
+
|
| 153 |
+
- **Training**: Episodes 0:46
|
| 154 |
+
|
| 155 |
+
|
| 156 |
+
## 📁 Dataset Structure
|
| 157 |
+
|
| 158 |
+
This dataset follows the LeRobot format and contains the following components:
|
| 159 |
+
|
| 160 |
+
### Data Files
|
| 161 |
+
- **Videos**: Compressed video files containing RGB camera observations
|
| 162 |
+
- **State Data**: Robot joint positions, velocities, and other state information
|
| 163 |
+
- **Action Data**: Robot action commands and trajectories
|
| 164 |
+
- **Metadata**: Episode metadata, timestamps, and annotations
|
| 165 |
+
|
| 166 |
+
### File Organization
|
| 167 |
+
- **Data Path Pattern**: `data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet`
|
| 168 |
+
- **Video Path Pattern**: `videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4`
|
| 169 |
+
- **Chunking**: Data is organized into 1 chunk(s)
|
| 170 |
+
of size 1000
|
| 171 |
+
|
| 172 |
+
|
| 173 |
+
### Features Schema
|
| 174 |
+
|
| 175 |
+
The dataset includes the following features:
|
| 176 |
+
|
| 177 |
+
#### Visual Observations
|
| 178 |
+
- **observation.images.cam_high_rgb**: video
|
| 179 |
+
- FPS: 30
|
| 180 |
+
- Codec: av1- **observation.images.cam_left_wrist_rgb**: video
|
| 181 |
+
- FPS: 30
|
| 182 |
+
- Codec: av1- **observation.images.cam_right_wrist_rgb**: video
|
| 183 |
+
- FPS: 30
|
| 184 |
+
- Codec: av1- **observation.images.cam_third_view**: video
|
| 185 |
+
- FPS: 30
|
| 186 |
+
- Codec: av1
|
| 187 |
+
|
| 188 |
+
#### State and Action- **observation.state**: float32- **action**: float32
|
| 189 |
+
|
| 190 |
+
#### Temporal Information
|
| 191 |
+
- **timestamp**: float32
|
| 192 |
+
- **frame_index**: int64
|
| 193 |
+
- **episode_index**: int64
|
| 194 |
+
- **index**: int64
|
| 195 |
+
- **task_index**: int64
|
| 196 |
+
|
| 197 |
+
|
| 198 |
+
#### Annotations
|
| 199 |
+
- **subtask_annotation**: int32
|
| 200 |
+
- **scene_annotation**: int32
|
| 201 |
+
|
| 202 |
+
|
| 203 |
+
#### Motion Features
|
| 204 |
+
- **eef_sim_pose_state**: float32
|
| 205 |
+
- Dimensions: left_eef_pos_x, left_eef_pos_y, left_eef_pos_z, left_eef_ori_x, left_eef_ori_y, left_eef_ori_z, right_eef_pos_x, right_eef_pos_y, right_eef_pos_z, right_eef_ori_x, right_eef_ori_y, right_eef_ori_z
|
| 206 |
+
- **eef_sim_pose_action**: float32
|
| 207 |
+
- Dimensions: left_eef_pos_x, left_eef_pos_y, left_eef_pos_z, left_eef_ori_x, left_eef_ori_y, left_eef_ori_z, right_eef_pos_x, right_eef_pos_y, right_eef_pos_z, right_eef_ori_x, right_eef_ori_y, right_eef_ori_z
|
| 208 |
+
- **eef_direction_state**: int32
|
| 209 |
+
- Dimensions: left_eef_direction, right_eef_direction
|
| 210 |
+
- **eef_direction_action**: int32
|
| 211 |
+
- Dimensions: left_eef_direction, right_eef_direction
|
| 212 |
+
- **eef_velocity_state**: int32
|
| 213 |
+
- Dimensions: left_eef_velocity, right_eef_velocity
|
| 214 |
+
- **eef_velocity_action**: int32
|
| 215 |
+
- Dimensions: left_eef_velocity, right_eef_velocity
|
| 216 |
+
- **eef_acc_mag_state**: int32
|
| 217 |
+
- Dimensions: left_eef_acc_mag, right_eef_acc_mag
|
| 218 |
+
- **eef_acc_mag_action**: int32
|
| 219 |
+
- Dimensions: left_eef_acc_mag, right_eef_acc_mag
|
| 220 |
+
|
| 221 |
+
|
| 222 |
+
#### Gripper Features
|
| 223 |
+
|
| 224 |
+
|
| 225 |
+
### Meta Information
|
| 226 |
+
|
| 227 |
+
The complete dataset metadata is available in [meta/info.json](meta/info.json):
|
| 228 |
+
|
| 229 |
+
```json
|
| 230 |
+
{"codebase_version": "v2.1", "robot_type": "discover_robotics_aitbot_mmk2", "total_episodes": 47, "total_frames": 9890, "total_tasks": 1, "total_videos": 188, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": {"train": "0:46"}, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4", "features": {"observation.images.cam_high_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_left_wrist_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_right_wrist_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_third_view": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.state": {"dtype": "float32", "shape": [36], "names": ["left_arm_joint_1_rad", "left_arm_joint_2_rad", "left_arm_joint_3_rad", "left_arm_joint_4_rad", "left_arm_joint_5_rad", "left_arm_joint_6_rad", "right_arm_joint_1_rad", "right_arm_joint_2_rad", "right_arm_joint_3_rad", "right_arm_joint_4_rad", "right_arm_joint_5_rad", "right_arm_joint_6_rad", "left_hand_joint_1_rad", "left_hand_joint_2_rad", "left_hand_joint_3_rad", "left_hand_joint_4_rad", "left_hand_joint_5_rad", "left_hand_joint_6_rad", "left_hand_joint_7_rad", "left_hand_joint_8_rad", "left_hand_joint_9_rad", "left_hand_joint_10_rad", "left_hand_joint_11_rad", "left_hand_joint_12_rad", "right_hand_joint_1_rad", "right_hand_joint_2_rad", "right_hand_joint_3_rad", "right_hand_joint_4_rad", "right_hand_joint_5_rad", "right_hand_joint_6_rad", "right_hand_joint_7_rad", "right_hand_joint_8_rad", "right_hand_joint_9_rad", "right_hand_joint_10_rad", "right_hand_joint_11_rad", "right_hand_joint_12_rad"]}, "action": {"dtype": "float32", "shape": [36], "names": ["left_arm_joint_1_rad", "left_arm_joint_2_rad", "left_arm_joint_3_rad", "left_arm_joint_4_rad", "left_arm_joint_5_rad", "left_arm_joint_6_rad", "right_arm_joint_1_rad", "right_arm_joint_2_rad", "right_arm_joint_3_rad", "right_arm_joint_4_rad", "right_arm_joint_5_rad", "right_arm_joint_6_rad", "left_hand_joint_1_rad", "left_hand_joint_2_rad", "left_hand_joint_3_rad", "left_hand_joint_4_rad", "left_hand_joint_5_rad", "left_hand_joint_6_rad", "left_hand_joint_7_rad", "left_hand_joint_8_rad", "left_hand_joint_9_rad", "left_hand_joint_10_rad", "left_hand_joint_11_rad", "left_hand_joint_12_rad", "right_hand_joint_1_rad", "right_hand_joint_2_rad", "right_hand_joint_3_rad", "right_hand_joint_4_rad", "right_hand_joint_5_rad", "right_hand_joint_6_rad", "right_hand_joint_7_rad", "right_hand_joint_8_rad", "right_hand_joint_9_rad", "right_hand_joint_10_rad", "right_hand_joint_11_rad", "right_hand_joint_12_rad"]}, "timestamp": {"dtype": "float32", "shape": [1], "names": null}, "frame_index": {"dtype": "int64", "shape": [1], "names": null}, "episode_index": {"dtype": "int64", "shape": [1], "names": null}, "index": {"dtype": "int64", "shape": [1], "names": null}, "task_index": {"dtype": "int64", "shape": [1], "names": null}, "subtask_annotation": {"names": null, "dtype": "int32", "shape": [5]}, "scene_annotation": {"names": null, "dtype": "int32", "shape": [1]}, "eef_sim_pose_state": {"names": ["left_eef_pos_x", "left_eef_pos_y", "left_eef_pos_z", "left_eef_ori_x", "left_eef_ori_y", "left_eef_ori_z", "right_eef_pos_x", "right_eef_pos_y", "right_eef_pos_z", "right_eef_ori_x", "right_eef_ori_y", "right_eef_ori_z"], "dtype": "float32", "shape": [12]}, "eef_sim_pose_action": {"names": ["left_eef_pos_x", "left_eef_pos_y", "left_eef_pos_z", "left_eef_ori_x", "left_eef_ori_y", "left_eef_ori_z", "right_eef_pos_x", "right_eef_pos_y", "right_eef_pos_z", "right_eef_ori_x", "right_eef_ori_y", "right_eef_ori_z"], "dtype": "float32", "shape": [12]}, "eef_direction_state": {"names": ["left_eef_direction", "right_eef_direction"], "dtype": "int32", "shape": [2]}, "eef_direction_action": {"names": ["left_eef_direction", "right_eef_direction"], "dtype": "int32", "shape": [2]}, "eef_velocity_state": {"names": ["left_eef_velocity", "right_eef_velocity"], "dtype": "int32", "shape": [2]}, "eef_velocity_action": {"names": ["left_eef_velocity", "right_eef_velocity"], "dtype": "int32", "shape": [2]}, "eef_acc_mag_state": {"names": ["left_eef_acc_mag", "right_eef_acc_mag"], "dtype": "int32", "shape": [2]}, "eef_acc_mag_action": {"names": ["left_eef_acc_mag", "right_eef_acc_mag"], "dtype": "int32", "shape": [2]}}}
|
| 231 |
+
```
|
| 232 |
+
|
| 233 |
+
### Directory Structure
|
| 234 |
+
|
| 235 |
+
The dataset is organized as follows (showing leaf directories with first 5 files only):
|
| 236 |
+
|
| 237 |
+
```
|
| 238 |
+
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle_qced_hardlink/
|
| 239 |
+
├── annotations/
|
| 240 |
+
│ ├── eef_acc_mag_annotation.jsonl
|
| 241 |
+
│ ├── eef_direction_annotation.jsonl
|
| 242 |
+
│ ├── eef_velocity_annotation.jsonl
|
| 243 |
+
│ ├── gripper_activity_annotation.jsonl
|
| 244 |
+
│ ├── gripper_mode_annotation.jsonl
|
| 245 |
+
│ └── (...)
|
| 246 |
+
├── data/
|
| 247 |
+
│ └── chunk-000/
|
| 248 |
+
│ ├── episode_000000.parquet
|
| 249 |
+
│ ├── episode_000001.parquet
|
| 250 |
+
│ ├── episode_000002.parquet
|
| 251 |
+
│ ├── episode_000003.parquet
|
| 252 |
+
│ ├── episode_000004.parquet
|
| 253 |
+
│ └── (...)
|
| 254 |
+
├── meta/
|
| 255 |
+
│ ├── episodes.jsonl
|
| 256 |
+
│ ├── episodes_stats.jsonl
|
| 257 |
+
│ ├── info.json
|
| 258 |
+
│ └── tasks.jsonl
|
| 259 |
+
└── videos/
|
| 260 |
+
└── chunk-000/
|
| 261 |
+
├── observation.images.cam_high_rgb/
|
| 262 |
+
│ ├── episode_000000.mp4
|
| 263 |
+
│ ├── episode_000001.mp4
|
| 264 |
+
│ ├── episode_000002.mp4
|
| 265 |
+
│ ├── episode_000003.mp4
|
| 266 |
+
│ ├── episode_000004.mp4
|
| 267 |
+
│ └── (...)
|
| 268 |
+
├── observation.images.cam_left_wrist_rgb/
|
| 269 |
+
│ ├── episode_000000.mp4
|
| 270 |
+
│ ├── episode_000001.mp4
|
| 271 |
+
│ ├── episode_000002.mp4
|
| 272 |
+
│ ├── episode_000003.mp4
|
| 273 |
+
│ ├── episode_000004.mp4
|
| 274 |
+
│ └── (...)
|
| 275 |
+
├── observation.images.cam_right_wrist_rgb/
|
| 276 |
+
│ ├── episode_000000.mp4
|
| 277 |
+
│ ├── episode_000001.mp4
|
| 278 |
+
│ ├── episode_000002.mp4
|
| 279 |
+
│ ├── episode_000003.mp4
|
| 280 |
+
│ ├── episode_000004.mp4
|
| 281 |
+
│ └── (...)
|
| 282 |
+
└── observation.images.cam_third_view/
|
| 283 |
+
├── episode_000000.mp4
|
| 284 |
+
├── episode_000001.mp4
|
| 285 |
+
├── episode_000002.mp4
|
| 286 |
+
├── episode_000003.mp4
|
| 287 |
+
├── episode_000004.mp4
|
| 288 |
+
└── (...)
|
| 289 |
+
```
|
| 290 |
+
|
| 291 |
+
|
| 292 |
+
## 📞 Contact and Support
|
| 293 |
+
|
| 294 |
+
For questions, issues, or feedback regarding this dataset, please contact:
|
| 295 |
+
- **Email:** None
|
| 296 |
+
For questions, issues, or feedback regarding this dataset, please contact us.
|
| 297 |
+
### Support
|
| 298 |
+
For technical support, please open an issue on our GitHub repository.
|
| 299 |
+
|
| 300 |
+
## 📄 License
|
| 301 |
+
|
| 302 |
+
This dataset is released under the **apache-2.0** license.
|
| 303 |
+
|
| 304 |
+
Please refer to the LICENSE file for full license terms and conditions.
|
| 305 |
+
|
| 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={Shihan Wu, Xuecheng Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin, Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang, Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie, Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian, Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong, He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang, Yonghua Lin, Zhongyuan Wang and Guocai Yao},
|
| 315 |
+
journal={arXiv preprint arXiv:2511.17441},
|
| 316 |
+
url = {https://arxiv.org/abs/2511.17441},
|
| 317 |
+
year={2025}
|
| 318 |
+
}
|
| 319 |
+
```
|
| 320 |
+
|
| 321 |
+
### Additional References
|
| 322 |
+
|
| 323 |
+
If you use this dataset, please also consider citing:
|
| 324 |
+
- LeRobot Framework: https://github.com/huggingface/lerobot
|
| 325 |
+
|
| 326 |
+
## 📌 Version Information
|
| 327 |
+
|
| 328 |
+
## Version History
|
| 329 |
+
- v1.0.0 (2025-11): Initial release
|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/eef_acc_mag_annotation.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"eef_acc_mag_index": 0, "eef_acc_mag": "constant"}
|
| 2 |
+
{"eef_acc_mag_index": 1, "eef_acc_mag": "accelerating"}
|
| 3 |
+
{"eef_acc_mag_index": 2, "eef_acc_mag": "decelerating"}
|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/eef_direction_annotation.jsonl
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"eef_direction_index": 0, "eef_direction": "forward"}
|
| 2 |
+
{"eef_direction_index": 1, "eef_direction": "backward"}
|
| 3 |
+
{"eef_direction_index": 2, "eef_direction": "left"}
|
| 4 |
+
{"eef_direction_index": 3, "eef_direction": "right"}
|
| 5 |
+
{"eef_direction_index": 4, "eef_direction": "up"}
|
| 6 |
+
{"eef_direction_index": 5, "eef_direction": "down"}
|
| 7 |
+
{"eef_direction_index": 6, "eef_direction": "still"}
|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/eef_velocity_annotation.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"eef_velocity_index": 0, "eef_velocity": "still"}
|
| 2 |
+
{"eef_velocity_index": 1, "eef_velocity": "slow"}
|
| 3 |
+
{"eef_velocity_index": 2, "eef_velocity": "fast"}
|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/gripper_activity_annotation.jsonl
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"gripper_activity_index": 0, "gripper_activity": "openning"}
|
| 2 |
+
{"gripper_activity_index": 1, "gripper_activity": "closing"}
|
| 3 |
+
{"gripper_activity_index": 2, "gripper_activity": "holding"}
|
| 4 |
+
{"gripper_activity_index": 3, "gripper_activity": "unknown"}
|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/gripper_mode_annotation.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"gripper_mode_index": 0, "gripper_mode": "open"}
|
| 2 |
+
{"gripper_mode_index": 1, "gripper_mode": "closed"}
|
| 3 |
+
{"gripper_mode_index": 2, "gripper_mode": "unknown"}
|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/scene_annotations.jsonl
ADDED
|
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"scene_index": 0, "scene": "The mineral water bottle is at the back right, the black remote control clip is at the back left, and the box is in front."}
|
| 2 |
+
{"scene_index": 1, "scene": "The mineral water bottle is located at the back right, the box is positioned in front, and the black remote control clip is placed on the left."}
|
| 3 |
+
{"scene_index": 2, "scene": "The mineral water bottle is located at the back right, the black remote control clip is placed at the back left, and the box is situated in front."}
|
| 4 |
+
{"scene_index": 3, "scene": "The mineral water bottle is located at the back right, the box is in front, and the black remote control clip is at the back left."}
|
| 5 |
+
{"scene_index": 4, "scene": "Mineral water bottle is located at the back right. Box is placed in front. Black remote control clip and another clip are both positioned at the back left."}
|
| 6 |
+
{"scene_index": 5, "scene": "Mineral water bottle is located at the back right box is positioned in front black remote control clip and clip are both placed at the back left."}
|
| 7 |
+
{"scene_index": 6, "scene": "The mineral water bottle is located at the back right, positioned diagonally opposite to the black remote control clip placed at the back left, while the box is situated centrally at the front."}
|
| 8 |
+
{"scene_index": 7, "scene": "The box is located at the front, while the mineral water bottle is positioned at the back right."}
|
| 9 |
+
{"scene_index": 8, "scene": "The box is positioned at the front, while the mineral water bottle is located at the back right."}
|
| 10 |
+
{"scene_index": 9, "scene": "The mineral water bottle is located at the back right, while the box is positioned in front, and the control clip is situated at the front left."}
|
| 11 |
+
{"scene_index": 10, "scene": "The mineral water bottle is located at the back right, the box is in front, and the black remote control clip is placed at the back left."}
|
| 12 |
+
{"scene_index": 11, "scene": "The mineral water bottle is located at the back right, while the box is positioned in front."}
|
| 13 |
+
{"scene_index": 12, "scene": "The mineral water bottle is located at the back right, the box is in front, and the clip is positioned at the back left."}
|
| 14 |
+
{"scene_index": 13, "scene": "The mineral water bottle is located at the back right position, while the box is positioned in front."}
|
| 15 |
+
{"scene_index": 14, "scene": "The mineral water bottle is at the back right, the box is in front, and two black remote control clips are on the left and back left."}
|
| 16 |
+
{"scene_index": 15, "scene": "The box is at the front, the mineral water bottle is in the back right, and the black remote control clip is in the back left."}
|
| 17 |
+
{"scene_index": 16, "scene": "The mineral water bottle is at the back right, the box is at the front, and the black remote control clip is at the back left."}
|
| 18 |
+
{"scene_index": 17, "scene": "The mineral water bottle is located at the back right, the box is in front, and the black remote control clip is placed at the back left."}
|
| 19 |
+
{"scene_index": 18, "scene": "The mineral water bottle is located at the back right position, while the box is positioned in front of it."}
|
| 20 |
+
{"scene_index": 19, "scene": "The mineral water bottle is at the back right, alongside the black remote control clip, while the box is located in front."}
|
| 21 |
+
{"scene_index": 20, "scene": "The box is at the front, the mineral water bottle is in the back on the right side, and the black remote control clip is in the back on the left side."}
|
| 22 |
+
{"scene_index": 21, "scene": "The mineral water bottle is located at the back right, while the box is in front. The black remote control clips are positioned on both the left and the back left."}
|
| 23 |
+
{"scene_index": 22, "scene": "The mineral water bottle is at the back right, the box is at the front, and the black remote control clip is at the back left."}
|
| 24 |
+
{"scene_index": 23, "scene": "The mineral water bottle is located at the back right, positioned diagonally opposite to the black remote control clip placed at the back left, while the box is situated centrally at the front."}
|
| 25 |
+
{"scene_index": 24, "scene": "The mineral water bottle is at the back right, the box is at the front, and the black remote control clip is at the back left."}
|
| 26 |
+
{"scene_index": 25, "scene": "The mineral water bottle is located at the back right, the box is in front, and the black remote control clip is placed at the back left."}
|
| 27 |
+
{"scene_index": 26, "scene": "The mineral water bottle is positioned at the back right, while the box is in front. There are two identical black remote control clips placed at the back left."}
|
| 28 |
+
{"scene_index": 27, "scene": "The mineral water bottle is located at the back right, the black remote control clip is on the left, and the box is in front."}
|
| 29 |
+
{"scene_index": 28, "scene": "The mineral water bottle is at the back right, behind the box on the front, and next to the black remote control clip on the back left."}
|
| 30 |
+
{"scene_index": 29, "scene": "The mineral water bottle is located at the back right, the box is positioned in front, and the remote control clip is placed at the back left."}
|
| 31 |
+
{"scene_index": 30, "scene": "The mineral water bottle is at the back right, behind the box on the front, and next to the black remote control clip on the back left."}
|
| 32 |
+
{"scene_index": 31, "scene": "The box is at the front. The mineral water bottle is located at the back right. There is a black remote control clip located at the back left. There is a black clip located at the left."}
|
| 33 |
+
{"scene_index": 32, "scene": "The mineral water bottle is located at the back right, the box is in front, and the black remote control clip is placed at the back left."}
|
| 34 |
+
{"scene_index": 33, "scene": "The mineral water bottle is located at the back right, while the box is positioned in front."}
|
| 35 |
+
{"scene_index": 34, "scene": "The mineral water bottle is located at the back right, the box is in front, and the black remote control clip is placed at the back left."}
|
| 36 |
+
{"scene_index": 35, "scene": "The mineral water bottle is located at the back right, positioned diagonally opposite to the black remote control clip placed at the back left, while the box is situated centrally at the front."}
|
| 37 |
+
{"scene_index": 36, "scene": "The mineral water bottle is at the back right, the box is in front, and the black remote control clip is on the left."}
|
| 38 |
+
{"scene_index": 37, "scene": "The box is located at the front, while the mineral water bottle is positioned at the back right."}
|
| 39 |
+
{"scene_index": 38, "scene": "The mineral water bottle is located at the back right, the box is positioned in front of it, and the black remote control clip is placed to the left."}
|
| 40 |
+
{"scene_index": 39, "scene": "The mineral water bottle is located at the back right, the box is in front, and the black remote control clip is at the back left."}
|
| 41 |
+
{"scene_index": 40, "scene": "The box is at the front, the mineral water bottle is at the back right, and the black remote control clip is at the back left."}
|
| 42 |
+
{"scene_index": 41, "scene": "The mineral water bottle is located at the back right, the box is in front, and the black remote control clip is placed at the back left."}
|
| 43 |
+
{"scene_index": 42, "scene": "The box is at the front, the mineral water bottle is located at the back right, the black control clip is on the right side, and the black remote control clip is placed at the back left."}
|
| 44 |
+
{"scene_index": 43, "scene": "The mineral water bottle is located at the back right, the box is positioned in front, and the black remote control clip is placed at the back left."}
|
| 45 |
+
{"scene_index": 44, "scene": "The mineral water bottle is located at the back right, the box is placed in front, and two black remote control clips are positioned on the back left."}
|
| 46 |
+
{"scene_index": 45, "scene": "The mineral water bottle is located at the back right, positioned diagonally opposite to the black remote control clip placed at the back left, while the box is situated centrally at the front."}
|
| 47 |
+
{"scene_index": 46, "scene": "The mineral water bottle is at the back right, behind the box on the front, and next to the black remote control clip on the back left."}
|
| 48 |
+
{"scene_index": 47, "scene": "The mineral water bottle is located at the back right, positioned diagonally opposite to the black remote control clip placed at the back left, while the box is situated centrally at the front."}
|
| 49 |
+
{"scene_index": 48, "scene": "The box is at the front, the black remote control clip is on the back left, and the mineral water bottle is on the back right."}
|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/annotations/subtask_annotations.jsonl
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"subtask_index": 0, "subtask": "Place the water bottle into the cardboard box with the right gripper"}
|
| 2 |
+
{"subtask_index": 1, "subtask": "End"}
|
| 3 |
+
{"subtask_index": 2, "subtask": "Static"}
|
| 4 |
+
{"subtask_index": 3, "subtask": "Lift the water bottle with the right gripper"}
|
| 5 |
+
{"subtask_index": 4, "subtask": "Grasp the remote control clip with the left gripper "}
|
| 6 |
+
{"subtask_index": 5, "subtask": "Lift the remote control clip with the left gripper "}
|
| 7 |
+
{"subtask_index": 6, "subtask": "Place the remote control clip into the cardboard box with the left gripper"}
|
| 8 |
+
{"subtask_index": 7, "subtask": "Abnormal"}
|
| 9 |
+
{"subtask_index": 8, "subtask": "Grasp the water bottle with the right gripper"}
|
| 10 |
+
{"subtask_index": 9, "subtask": "null"}
|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000000.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c7ce5e94cd9bf4e069ee333537899b6e6962162af3d9f0a8d56a5ed4ce7bdbb
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| 3 |
+
size 135190
|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000002.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
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| 1 |
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AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000004.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
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|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000005.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
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|
| 1 |
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AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000006.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000007.parquet
ADDED
|
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|
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| 1 |
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AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000008.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
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|
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| 1 |
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AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000009.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000010.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
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|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000011.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
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|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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|
AIRBOT_MMK2_storage_remote_control_clip_box_water_bottle/data/chunk-000/episode_000012.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
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|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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