|
|
--- |
|
|
license: apache-2.0 |
|
|
task_categories: |
|
|
- robotics |
|
|
tags: |
|
|
- LeRobot |
|
|
configs: |
|
|
- config_name: default |
|
|
data_files: data/*/*.parquet |
|
|
--- |
|
|
|
|
|
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot). |
|
|
|
|
|
## Dataset Description |
|
|
|
|
|
|
|
|
|
|
|
- **Homepage:** [More Information Needed] |
|
|
- **Paper:** [More Information Needed] |
|
|
- **License:** apache-2.0 |
|
|
|
|
|
## Dataset Structure |
|
|
|
|
|
[meta/info.json](meta/info.json): |
|
|
```json |
|
|
{ |
|
|
"codebase_version": "v2.1", |
|
|
"robot_type": "Unitree_G1_Dex3_Sim", |
|
|
"total_episodes": 1, |
|
|
"total_frames": 522, |
|
|
"total_tasks": 1, |
|
|
"total_videos": 3, |
|
|
"total_chunks": 1, |
|
|
"chunks_size": 1000, |
|
|
"fps": 30, |
|
|
"splits": { |
|
|
"train": "0:1" |
|
|
}, |
|
|
"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.state_0": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftShoulderPitch" |
|
|
] |
|
|
}, |
|
|
"action_0": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftShoulderPitch" |
|
|
] |
|
|
}, |
|
|
"observation.state_1": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftShoulderRoll" |
|
|
] |
|
|
}, |
|
|
"action_1": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftShoulderRoll" |
|
|
] |
|
|
}, |
|
|
"observation.state_2": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftShoulderYaw" |
|
|
] |
|
|
}, |
|
|
"action_2": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftShoulderYaw" |
|
|
] |
|
|
}, |
|
|
"observation.state_3": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftElbow" |
|
|
] |
|
|
}, |
|
|
"action_3": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftElbow" |
|
|
] |
|
|
}, |
|
|
"observation.state_4": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftWristRoll" |
|
|
] |
|
|
}, |
|
|
"action_4": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftWristRoll" |
|
|
] |
|
|
}, |
|
|
"observation.state_5": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftWristPitch" |
|
|
] |
|
|
}, |
|
|
"action_5": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftWristPitch" |
|
|
] |
|
|
}, |
|
|
"observation.state_6": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftWristYaw" |
|
|
] |
|
|
}, |
|
|
"action_6": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftWristYaw" |
|
|
] |
|
|
}, |
|
|
"observation.state_7": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightShoulderPitch" |
|
|
] |
|
|
}, |
|
|
"action_7": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightShoulderPitch" |
|
|
] |
|
|
}, |
|
|
"observation.state_8": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightShoulderRoll" |
|
|
] |
|
|
}, |
|
|
"action_8": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightShoulderRoll" |
|
|
] |
|
|
}, |
|
|
"observation.state_9": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightShoulderYaw" |
|
|
] |
|
|
}, |
|
|
"action_9": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightShoulderYaw" |
|
|
] |
|
|
}, |
|
|
"observation.state_10": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightElbow" |
|
|
] |
|
|
}, |
|
|
"action_10": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightElbow" |
|
|
] |
|
|
}, |
|
|
"observation.state_11": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightWristRoll" |
|
|
] |
|
|
}, |
|
|
"action_11": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightWristRoll" |
|
|
] |
|
|
}, |
|
|
"observation.state_12": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightWristPitch" |
|
|
] |
|
|
}, |
|
|
"action_12": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightWristPitch" |
|
|
] |
|
|
}, |
|
|
"observation.state_13": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightWristYaw" |
|
|
] |
|
|
}, |
|
|
"action_13": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightWristYaw" |
|
|
] |
|
|
}, |
|
|
"observation.state_14": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandThumb0" |
|
|
] |
|
|
}, |
|
|
"action_14": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandThumb0" |
|
|
] |
|
|
}, |
|
|
"observation.state_15": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandThumb1" |
|
|
] |
|
|
}, |
|
|
"action_15": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandThumb1" |
|
|
] |
|
|
}, |
|
|
"observation.state_16": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandThumb2" |
|
|
] |
|
|
}, |
|
|
"action_16": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandThumb2" |
|
|
] |
|
|
}, |
|
|
"observation.state_17": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandMiddle0" |
|
|
] |
|
|
}, |
|
|
"action_17": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandMiddle0" |
|
|
] |
|
|
}, |
|
|
"observation.state_18": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandMiddle1" |
|
|
] |
|
|
}, |
|
|
"action_18": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandMiddle1" |
|
|
] |
|
|
}, |
|
|
"observation.state_19": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandIndex0" |
|
|
] |
|
|
}, |
|
|
"action_19": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandIndex0" |
|
|
] |
|
|
}, |
|
|
"observation.state_20": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandIndex1" |
|
|
] |
|
|
}, |
|
|
"action_20": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kLeftHandIndex1" |
|
|
] |
|
|
}, |
|
|
"observation.state_21": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandThumb0" |
|
|
] |
|
|
}, |
|
|
"action_21": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandThumb0" |
|
|
] |
|
|
}, |
|
|
"observation.state_22": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandThumb1" |
|
|
] |
|
|
}, |
|
|
"action_22": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandThumb1" |
|
|
] |
|
|
}, |
|
|
"observation.state_23": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandThumb2" |
|
|
] |
|
|
}, |
|
|
"action_23": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandThumb2" |
|
|
] |
|
|
}, |
|
|
"observation.state_24": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandIndex0" |
|
|
] |
|
|
}, |
|
|
"action_24": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandIndex0" |
|
|
] |
|
|
}, |
|
|
"observation.state_25": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandIndex1" |
|
|
] |
|
|
}, |
|
|
"action_25": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandIndex1" |
|
|
] |
|
|
}, |
|
|
"observation.state_26": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandMiddle0" |
|
|
] |
|
|
}, |
|
|
"action_26": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandMiddle0" |
|
|
] |
|
|
}, |
|
|
"observation.state_27": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandMiddle1" |
|
|
] |
|
|
}, |
|
|
"action_27": { |
|
|
"dtype": "float32", |
|
|
"shape": [ |
|
|
1 |
|
|
], |
|
|
"names": [ |
|
|
"kRightHandMiddle1" |
|
|
] |
|
|
}, |
|
|
"observation.images.cam_left_high": { |
|
|
"dtype": "video", |
|
|
"shape": [ |
|
|
480, |
|
|
640, |
|
|
3 |
|
|
], |
|
|
"names": [ |
|
|
"height", |
|
|
"width", |
|
|
"channel" |
|
|
], |
|
|
"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": { |
|
|
"dtype": "video", |
|
|
"shape": [ |
|
|
480, |
|
|
640, |
|
|
3 |
|
|
], |
|
|
"names": [ |
|
|
"height", |
|
|
"width", |
|
|
"channel" |
|
|
], |
|
|
"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": { |
|
|
"dtype": "video", |
|
|
"shape": [ |
|
|
480, |
|
|
640, |
|
|
3 |
|
|
], |
|
|
"names": [ |
|
|
"height", |
|
|
"width", |
|
|
"channel" |
|
|
], |
|
|
"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 |
|
|
} |
|
|
}, |
|
|
"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 |
|
|
} |
|
|
} |
|
|
} |
|
|
``` |
|
|
|
|
|
|
|
|
## Citation |
|
|
|
|
|
**BibTeX:** |
|
|
|
|
|
```bibtex |
|
|
[More Information Needed] |
|
|
``` |