z18820636149/hilserl-record8
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下载链接:
https://hf-mirror.com/datasets/z18820636149/hilserl-record8
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资源简介:
---
license: apache-2.0
task_categories:
- robotics
tags:
- LeRobot
- hil-serl
- converted
- robotics
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": "hilserl_robot",
"total_episodes": 20,
"total_frames": 1613,
"total_tasks": 20,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 5,
"splits": {
"train": "0:20"
},
"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.state": {
"dtype": "float32",
"shape": [
7
],
"names": [
"joint_0",
"joint_1",
"joint_2",
"joint_3",
"joint_4",
"joint_5",
"gripper"
]
},
"observation.images.wrist_1": {
"dtype": "video",
"shape": [
128,
128,
3
],
"info": {
"video.height": 128,
"video.width": 128,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 5,
"video.channels": 3,
"has_audio": false
}
},
"observation.images.wrist_2": {
"dtype": "video",
"shape": [
128,
128,
3
],
"info": {
"video.height": 128,
"video.width": 128,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 5,
"video.channels": 3,
"has_audio": false
}
},
"action": {
"dtype": "float32",
"shape": [
6
],
"names": [
"x",
"y",
"z",
"roll",
"pitch",
"yaw"
]
},
"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
- hil-serl
- 转换后数据集
- 机器人学
配置:
- 配置名称: 默认
数据文件: data/*/*.parquet
---
本数据集基于[LeRobot](https://github.com/huggingface/lerobot)开发构建。
## 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许可证
## 数据集结构
[meta/info.json](meta/info.json):
json
{
"代码库版本": "v3.0",
"机器人类型": "hilserl_robot",
"总回合数": 20,
"总帧数": 1613,
"总任务数": 20,
"分块大小": 1000,
"数据文件总大小(MB)": 100,
"视频文件总大小(MB)": 500,
"帧率": 5,
"数据集划分": {
"训练集": "0:20"
},
"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": {
"观测.关节状态": {
"数据类型": "float32",
"形状": [7],
"维度名称": ["joint_0", "joint_1", "joint_2", "joint_3", "joint_4", "joint_5", "gripper"]
},
"观测.腕部1图像": {
"数据类型": "视频",
"形状": [128, 128, 3],
"详细信息": {
"视频高度": 128,
"视频宽度": 128,
"视频编码格式": "av1",
"视频像素格式": "yuv420p",
"非深度图": false,
"视频帧率": 5,
"视频通道数": 3,
"无音频": false
}
},
"观测.腕部2图像": {
"数据类型": "视频",
"形状": [128, 128, 3],
"详细信息": {
"视频高度": 128,
"视频宽度": 128,
"视频编码格式": "av1",
"视频像素格式": "yuv420p",
"非深度图": false,
"视频帧率": 5,
"视频通道数": 3,
"无音频": false
}
},
"动作": {
"数据类型": "float32",
"形状": [6],
"维度名称": ["x", "y", "z", "roll", "pitch", "yaw"]
},
"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格式引用:**
bibtex
[需补充更多信息]
提供机构:
z18820636149



