ruanafan/evo-rl-data-pnp

---
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": "v3.0",
"robot_type": "piper_follower",
"total_episodes": 50,
"total_frames": 16898,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:50"
},
"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",
"gripper.pos"
],
"shape": [
7
]
},
"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": 30,
"video.channels": 3,
"has_audio": false
}
},
"observation.images.front": {
"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": 30,
"video.channels": 3,
"has_audio": false
}
},
"complementary_info.policy_action": {
"dtype": "float32",
"shape": [
7
],
"names": [
"joint_1.pos",
"joint_2.pos",
"joint_3.pos",
"joint_4.pos",
"joint_5.pos",
"joint_6.pos",
"gripper.pos"
]
},
"complementary_info.is_intervention": {
"dtype": "float32",
"shape": [
1
],
"names": [
"is_intervention"
]
},
"complementary_info.state": {
"dtype": "float32",
"shape": [
1
],
"names": [
"state"
]
},
"complementary_info.collector_policy_id": {
"dtype": "string",
"shape": [
1
],
"names": [
"collector_policy_id"
]
},
"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
配置项：
- 配置名称：default
数据文件：data/*/*.parquet
---
本数据集基于[LeRobot](https://github.com/huggingface/lerobot)工具链构建。

## 数据集描述
- **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` 文件内容如下：
json
{
"代码库版本": "v3.0",
"机器人类型": "piper_follower",
"总回合数": 50,
"总帧数": 16898,
"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": "0:50"
},
"数据路径格式": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"视频路径格式": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
"数据特征": {
"动作（action）": {
"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]
},
"观测状态（observation.state）": {
"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]
},
"腕部观测图像（observation.images.wrist）": {
"数据类型": "视频",
"形状": [480, 640, 3],
"维度名称": ["高度", "宽度", "通道数"],
"补充信息": {
"视频高度": 480,
"视频宽度": 640,
"视频编码格式": "av1",
"视频像素格式": "yuv420p",
"非深度图": false,
"视频帧率": 30,
"视频通道数": 3,
"无音频": false
}
},
"前置观测图像（observation.images.front）": {
"数据类型": "视频",
"形状": [480, 640, 3],
"维度名称": ["高度", "宽度", "通道数"],
"补充信息": {
"视频高度": 480,
"视频宽度": 640,
"视频编码格式": "av1",
"视频像素格式": "yuv420p",
"非深度图": false,
"视频帧率": 30,
"视频通道数": 3,
"无音频": false
}
},
"补充策略动作信息（complementary_info.policy_action）": {
"数据类型": "float32",
"形状": [7],
"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"
]
},
"干预标记信息（complementary_info.is_intervention）": {
"数据类型": "float32",
"形状": [1],
"维度名称": ["is_intervention"]
},
"补充状态信息（complementary_info.state）": {
"数据类型": "float32",
"形状": [1],
"维度名称": ["state"]
},
"采集策略ID信息（complementary_info.collector_policy_id）": {
"数据类型": "string",
"形状": [1],
"维度名称": ["collector_policy_id"]
},
"时间戳（timestamp）": {
"数据类型": "float32",
"形状": [1],
"维度名称": null
},
"帧索引（frame_index）": {
"数据类型": "int64",
"形状": [1],
"维度名称": null
},
"回合索引（episode_index）": {
"数据类型": "int64",
"形状": [1],
"维度名称": null
},
"全局索引（index）": {
"数据类型": "int64",
"形状": [1],
"维度名称": null
},
"任务索引（task_index）": {
"数据类型": "int64",
"形状": [1],
"维度名称": null
}
}
}

## 引用
**BibTeX格式：**
bibtex
[需补充更多信息]