---
license: apache-2.0
task_categories:
- robotics
tags:
- LeRobot
- LeRobot
- fractal20220817_data
- rlds
- openx
- google_robot
configs:
- config_name: default
  data_files: data/*/*.parquet
---

This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).


<a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=typoverflow/fractal">
<img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl.svg"/>
<img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl-dark.svg"/>
</a>


## 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": "v3.0",
    "robot_type": "google_robot",
    "total_episodes": 87212,
    "total_frames": 3786400,
    "total_tasks": 599,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "fps": 3,
    "splits": {
        "train": "0:87212"
    },
    "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
    "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
    "features": {
        "observation.images.image": {
            "dtype": "video",
            "shape": [
                256,
                320,
                3
            ],
            "names": [
                "height",
                "width",
                "rgb"
            ],
            "info": {
                "video.height": 256,
                "video.width": 320,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 3,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "state.eef_xyz": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "x",
                "y",
                "z"
            ]
        },
        "state.eef_rpy": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "roll",
                "pitch",
                "yaw"
            ]
        },
        "state.eef_rot6d": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "rot1",
                "rot2",
                "rot3",
                "rot4",
                "rot5",
                "rot6"
            ]
        },
        "state.gripper_state": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": [
                "gripper"
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "shape": [
                10
            ],
            "names": [
                "x",
                "y",
                "z",
                "rot1",
                "rot2",
                "rot3",
                "rot4",
                "rot5",
                "rot6",
                "gripper"
            ]
        },
        "action.diff_eef_xyz": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "x",
                "y",
                "z"
            ]
        },
        "action.diff_eef_rpy": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "roll",
                "pitch",
                "yaw"
            ]
        },
        "action.world_eef_xyz": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "x",
                "y",
                "z"
            ]
        },
        "action.world_eef_rot6d": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "rot1",
                "rot2",
                "rot3",
                "rot4",
                "rot5",
                "rot6"
            ]
        },
        "action.gripper_eef_xyz": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "x",
                "y",
                "z"
            ]
        },
        "action.gripper_eef_rot6d": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "rot1",
                "rot2",
                "rot3",
                "rot4",
                "rot5",
                "rot6"
            ]
        },
        "action.diff_eef_xyz_command": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "x",
                "y",
                "z"
            ]
        },
        "action.diff_eef_rpy_command": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "roll",
                "pitch",
                "yaw"
            ]
        },
        "action.world_eef_xyz_command": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "x",
                "y",
                "z"
            ]
        },
        "action.world_eef_rot6d_command": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "rot1",
                "rot2",
                "rot3",
                "rot4",
                "rot5",
                "rot6"
            ]
        },
        "action.gripper_eef_xyz_command": {
            "dtype": "float32",
            "shape": [
                3
            ],
            "names": [
                "x",
                "y",
                "z"
            ]
        },
        "action.gripper_eef_rot6d_command": {
            "dtype": "float32",
            "shape": [
                6
            ],
            "names": [
                "rot1",
                "rot2",
                "rot3",
                "rot4",
                "rot5",
                "rot6"
            ]
        },
        "action.gripper_state": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": [
                "gripper"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                10
            ],
            "names": [
                "x",
                "y",
                "z",
                "rot1",
                "rot2",
                "rot3",
                "rot4",
                "rot5",
                "rot6",
                "gripper"
            ]
        },
        "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]
```