qualiaadmin/simdata12

---
license: apache-2.0
task_categories:
- robotics
tags:
- LeRobot
- robosuite
- bc-rnn
- nutassemblysquare
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": "v3.0",
"robot_type": "unknown",
"total_episodes": 2,
"total_frames": 427,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:2"
},
"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": [
"joint_1.pos",
"joint_2.pos",
"joint_3.pos",
"joint_4.pos",
"joint_5.pos",
"joint_6.pos",
"gripper.pos"
],
"shape": [
7
]
},
"observation.state": {
"dtype": "float32",
"names": [
"joint_1.pos",
"joint_2.pos",
"joint_3.pos",
"joint_4.pos",
"joint_5.pos",
"joint_6.pos",
"joint_7.pos",
"gripper_1.pos",
"gripper_2.pos"
],
"shape": [
9
]
},
"observation.images.agentview": {
"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": 20,
"video.channels": 3,
"has_audio": false
}
},
"observation.images.wrist": {
"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": 20,
"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]
```

许可证：Apache-2.0
任务类别：
- 机器人学
标签：
- LeRobot（LeRobot）
- robosuite（robosuite）
- 行为克隆循环神经网络（bc-rnn）
- 螺母方块装配任务（nutassemblysquare）
配置项：
- 配置名称：default
数据文件路径：data/*/*.parquet

本数据集基于[LeRobot（LeRobot）](https://github.com/huggingface/lerobot)开发构建。

## 数据集概况
- **主页：** [更多信息待补充]
- **论文：** [更多信息待补充]
- **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": "未知",
"总回合数": 2,
"总帧数": 427,
"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": 20,
"数据集划分": {
"训练集": "0:2"
},
"数据文件路径": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"视频文件路径": "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": [
"关节1位置",
"关节2位置",
"关节3位置",
"关节4位置",
"关节5位置",
"关节6位置",
"夹爪位置"
],
"形状": [
7
]
},
"观测数据.状态": {
"数据类型": "float32",
"维度名称": [
"关节1位置",
"关节2位置",
"关节3位置",
"关节4位置",
"关节5位置",
"关节6位置",
"关节7位置",
"夹爪1位置",
"夹爪2位置"
],
"形状": [
9
]
},
"观测数据.图像.智能体视角": {
"数据类型": "video",
"形状": [
480,
640,
3
],
"维度名称": [
"高度",
"宽度",
"通道数"
],
"详细信息": {
"视频高度": 480,
"视频宽度": 640,
"视频编码格式": "av1",
"视频像素格式": "yuv420p",
"是否为深度图": false,
"视频帧率": 20,
"视频通道数": 3,
"是否含音频": false
}
},
"观测数据.图像.腕部视角": {
"数据类型": "video",
"形状": [
480,
640,
3
],
"维度名称": [
"高度",
"宽度",
"通道数"
],
"详细信息": {
"视频高度": 480,
"视频宽度": 640,
"视频编码格式": "av1",
"视频像素格式": "yuv420p",
"是否为深度图": false,
"视频帧率": 20,
"视频通道数": 3,
"是否含音频": 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
}
}
}

## 引用
**BibTeX格式：**
bibtex
[更多信息待补充]