Gaugou/ur5_WM

---
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).

<a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=Gaugou/ur5_WM">
<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": "ur5_follower",
"total_episodes": 8,
"total_frames": 64120,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:8"
},
"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": {
"action": {
"dtype": "float32",
"names": [
"ee.x",
"ee.y",
"ee.z",
"ee.wx",
"ee.wy",
"ee.wz",
"ee.gripper_pos"
],
"shape": [
7
]
},
"observation.state": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow.pos",
"wrist_1.pos",
"wrist_2.pos",
"wrist_3.pos",
"ee.x",
"ee.y",
"ee.z",
"ee.wx",
"ee.wy",
"ee.wz",
"ee.gripper_pos"
],
"shape": [
13
]
},
"observation.images.front": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.height": 480,
"video.width": 640,
"video.codec": "h264",
"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
},
"action.5hz_delta_base": {
"dtype": "float32",
"shape": [
7
],
"names": [
"ee.dx_base",
"ee.dy_base",
"ee.dz_base",
"ee.dwx_base",
"ee.dwy_base",
"ee.dwz_base",
"ee.dgripper_pos"
]
},
"action.5hz_delta_local": {
"dtype": "float32",
"shape": [
7
],
"names": [
"ee.dx_local",
"ee.dy_local",
"ee.dz_local",
"ee.dwx_local",
"ee.dwy_local",
"ee.dwz_local",
"ee.dgripper_pos"
]
}
}
}
```

## Citation

**BibTeX:**

```bibtex
[More Information Needed]
```

许可证：Apache-2.0
任务类别：
- 机器人学
标签：
- LeRobot
配置项：
- 配置名称：默认
数据文件：data/*/*.parquet
---

本数据集由[LeRobot](https://github.com/huggingface/lerobot)创建。

<a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=Gaugou/ur5_WM">点击此处可视化本数据集</a>
<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"/>

## 数据集说明

- **主页：** [需补充更多信息]
- **论文：** [需补充更多信息]
- **许可证：** Apache-2.0

## 数据集结构

[meta/info.json](meta/info.json):
json
{
"代码库版本": "v3.0",
"机器人类型": "ur5_follower",
"总回合数": 8,
"总帧数": 64120,
"总任务数": 1,
"分块大小": 1000,
"数据文件总大小（MB）": 100,
"视频文件总大小（MB）": 200,
"帧率": 30,
"数据集划分": {
"训练集": "0:8"
},
"数据文件路径格式": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"视频文件路径格式": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
"数据特征": {
"动作": {
"数据类型": "float32",
"维度名称": [
"ee.x",
"ee.y",
"ee.z",
"ee.wx",
"ee.wy",
"ee.wz",
"ee.gripper_pos"
],
"形状": [7]
},
"观测状态": {
"数据类型": "float32",
"维度名称": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow.pos",
"wrist_1.pos",
"wrist_2.pos",
"wrist_3.pos",
"ee.x",
"ee.y",
"ee.z",
"ee.wx",
"ee.wy",
"ee.wz",
"ee.gripper_pos"
],
"形状": [13]
},
"前视图像观测": {
"数据类型": "video",
"形状": [480, 640, 3],
"维度名称": ["height", "width", "channels"],
"详细信息": {
"video.height": 480,
"video.width": 640,
"video.codec": "h264",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 30,
"video.channels": 3,
"has_audio": false
}
},
"时间戳": {
"数据类型": "float32",
"形状": [1],
"维度名称": null
},
"帧索引": {
"数据类型": "int64",
"形状": [1],
"维度名称": null
},
"回合索引": {
"数据类型": "int64",
"形状": [1],
"维度名称": null
},
"全局索引": {
"数据类型": "int64",
"形状": [1],
"维度名称": null
},
"任务索引": {
"数据类型": "int64",
"形状": [1],
"维度名称": null
},
"action.5hz_delta_base": {
"数据类型": "float32",
"形状": [7],
"维度名称": [
"ee.dx_base",
"ee.dy_base",
"ee.dz_base",
"ee.dwx_base",
"ee.dwy_base",
"ee.dwz_base",
"ee.dgripper_pos"
]
},
"action.5hz_delta_local": {
"数据类型": "float32",
"形状": [7],
"维度名称": [
"ee.dx_local",
"ee.dy_local",
"ee.dz_local",
"ee.dwx_local",
"ee.dwy_local",
"ee.dwz_local",
"ee.dgripper_pos"
]
}
}
}

## 引用

**BibTeX：**
bibtex
[需补充更多信息]