| | --- |
| | license: apache-2.0 |
| | task_categories: |
| | - robotics |
| | tags: |
| | - LeRobot |
| | - panda |
| | - coop_env |
| | - multitask |
| | 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": "panda", |
| | "total_episodes": 410, |
| | "total_frames": 68872, |
| | "total_tasks": 9, |
| | "total_videos": 1230, |
| | "total_chunks": 1, |
| | "chunks_size": 1000, |
| | "fps": 12, |
| | "splits": { |
| | "train": "0:410" |
| | }, |
| | "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": { |
| | "image": { |
| | "dtype": "video", |
| | "shape": [ |
| | 256, |
| | 256, |
| | 3 |
| | ], |
| | "names": [ |
| | "height", |
| | "width", |
| | "channel" |
| | ], |
| | "info": { |
| | "video.height": 256, |
| | "video.width": 256, |
| | "video.codec": "av1", |
| | "video.pix_fmt": "yuv420p", |
| | "video.is_depth_map": false, |
| | "video.fps": 12, |
| | "video.channels": 3, |
| | "has_audio": false |
| | } |
| | }, |
| | "wrist_image": { |
| | "dtype": "video", |
| | "shape": [ |
| | 256, |
| | 256, |
| | 3 |
| | ], |
| | "names": [ |
| | "height", |
| | "width", |
| | "channel" |
| | ], |
| | "info": { |
| | "video.height": 256, |
| | "video.width": 256, |
| | "video.codec": "av1", |
| | "video.pix_fmt": "yuv420p", |
| | "video.is_depth_map": false, |
| | "video.fps": 12, |
| | "video.channels": 3, |
| | "has_audio": false |
| | } |
| | }, |
| | "left_ego_image": { |
| | "dtype": "video", |
| | "shape": [ |
| | 256, |
| | 256, |
| | 3 |
| | ], |
| | "names": [ |
| | "height", |
| | "width", |
| | "channel" |
| | ], |
| | "info": { |
| | "video.height": 256, |
| | "video.width": 256, |
| | "video.codec": "av1", |
| | "video.pix_fmt": "yuv420p", |
| | "video.is_depth_map": false, |
| | "video.fps": 12, |
| | "video.channels": 3, |
| | "has_audio": false |
| | } |
| | }, |
| | "state": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 7 |
| | ], |
| | "names": [ |
| | "state_0" |
| | ] |
| | }, |
| | "delta_actions": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 7 |
| | ], |
| | "names": [ |
| | "delta_actions_0" |
| | ] |
| | }, |
| | "env_state": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 13 |
| | ], |
| | "names": [ |
| | "env_state_0" |
| | ] |
| | }, |
| | "active_robot": { |
| | "dtype": "int64", |
| | "shape": [ |
| | 1 |
| | ], |
| | "names": [ |
| | "active_robot_0" |
| | ] |
| | }, |
| | "tcp_states": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 12 |
| | ], |
| | "names": [ |
| | "tcp_states_0" |
| | ] |
| | }, |
| | "gripper_states": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 1 |
| | ], |
| | "names": [ |
| | "gripper_states_0" |
| | ] |
| | }, |
| | "gripper_commands": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 1 |
| | ], |
| | "names": [ |
| | "gripper_commands_0" |
| | ] |
| | }, |
| | "joint_states": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 8 |
| | ], |
| | "names": [ |
| | "joint_states_0" |
| | ] |
| | }, |
| | "joint_actions": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 8 |
| | ], |
| | "names": [ |
| | "joint_actions_0" |
| | ] |
| | }, |
| | "qpos": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 9 |
| | ], |
| | "names": [ |
| | "qpos_0" |
| | ] |
| | }, |
| | "absolute_actions": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 7 |
| | ], |
| | "names": [ |
| | "absolute_actions_0" |
| | ] |
| | }, |
| | "absolute_commands": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 6 |
| | ], |
| | "names": [ |
| | "absolute_commands_0" |
| | ] |
| | }, |
| | "commanded_actions": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 12 |
| | ], |
| | "names": [ |
| | "commanded_actions_0" |
| | ] |
| | }, |
| | "absolute_actions_w_progress": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 8 |
| | ], |
| | "names": [ |
| | "absolute_actions_w_progress_0" |
| | ] |
| | }, |
| | "progress_state": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 1 |
| | ], |
| | "names": [ |
| | "progress_state_0" |
| | ] |
| | }, |
| | "delta_action_w_progress": { |
| | "dtype": "float32", |
| | "shape": [ |
| | 8 |
| | ], |
| | "names": [ |
| | "delta_action_w_progress_0" |
| | ] |
| | }, |
| | "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] |
| | ``` |
