cbrian/env_blockscene_task_pickblueblock_numepisode_50_cartesian
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下载链接：
https://hf-mirror.com/datasets/cbrian/env_blockscene_task_pickblueblock_numepisode_50_cartesian
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资源简介：
---
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=cbrian/env_blockscene_task_pickblueblock_numepisode_50_cartesian">
<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": "panda",
"total_episodes": 50,
"total_frames": 13628,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 15,
"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": {
"observation.images.primary": {
"dtype": "video",
"shape": [
256,
256,
3
],
"names": [
"height",
"width",
"channels"
],
"video_info": {
"video.fps": 30.0,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"has_audio": false
},
"info": {
"video.height": 256,
"video.width": 256,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 15,
"video.channels": 3,
"has_audio": false
}
},
"observation.images.wrist": {
"dtype": "video",
"shape": [
256,
256,
3
],
"names": [
"height",
"width",
"channels"
],
"video_info": {
"video.fps": 30.0,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"has_audio": false
},
"info": {
"video.height": 256,
"video.width": 256,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 15,
"video.channels": 3,
"has_audio": false
}
},
"observation.state.cartesian": {
"dtype": "float32",
"shape": [
6
],
"names": [
"x",
"y",
"z",
"roll",
"pitch",
"yaw"
]
},
"observation.state.gripper": {
"dtype": "float32",
"shape": [
1
],
"names": [
"gripper"
]
},
"observation.state.joints": {
"dtype": "float32",
"shape": [
7
],
"names": [
"joint_0",
"joint_1",
"joint_2",
"joint_3",
"joint_4",
"joint_5",
"joint_6"
]
},
"observation.state.target": {
"dtype": "float32",
"shape": [
6
],
"names": [
"target_x",
"target_y",
"target_z",
"target_roll",
"target_pitch",
"target_yaw"
]
},
"observation.state": {
"dtype": "float32",
"shape": [
20
],
"names": [
"x",
"y",
"z",
"roll",
"pitch",
"yaw",
"gripper",
"joint_0",
"joint_1",
"joint_2",
"joint_3",
"joint_4",
"joint_5",
"joint_6",
"target_x",
"target_y",
"target_z",
"target_roll",
"target_pitch",
"target_yaw"
]
},
"action": {
"dtype": "float32",
"shape": [
7
],
"names": [
"x",
"y",
"z",
"roll",
"pitch",
"yaw",
"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]
```
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)构建。
<a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=cbrian/env_blockscene_task_pickblueblock_numepisode_50_cartesian">
<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>
## 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`:
json
{
"代码库版本": "v3.0",
"机器人类型": "panda",
"总回合数": 50,
"总帧数": 13628,
"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": 15,
"数据集划分": {
"训练集": "0:50"
},
"数据路径": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"视频路径": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
"特征项": {
"观测.图像.主摄像头": {
"数据类型": "视频",
"尺寸": [
256,
256,
3
],
"维度名称": [
"高度",
"宽度",
"通道数"
],
"视频信息": {
"视频.帧率": 30.0,
"视频.编码格式": "av1",
"视频.像素格式": "yuv420p",
"视频.是否为深度图": false,
"是否含音频": false
},
"详细信息": {
"视频.高度": 256,
"视频.宽度": 256,
"视频.编码格式": "av1",
"视频.像素格式": "yuv420p",
"视频.是否为深度图": false,
"视频.帧率": 15,
"视频.通道数": 3,
"是否含音频": false
}
},
"观测.图像.腕部摄像头": {
"数据类型": "视频",
"尺寸": [
256,
256,
3
],
"维度名称": [
"高度",
"宽度",
"通道数"
],
"视频信息": {
"视频.帧率": 30.0,
"视频.编码格式": "av1",
"视频.像素格式": "yuv420p",
"视频.是否为深度图": false,
"是否含音频": false
},
"详细信息": {
"视频.高度": 256,
"视频.宽度": 256,
"视频.编码格式": "av1",
"视频.像素格式": "yuv420p",
"视频.是否为深度图": false,
"视频.帧率": 15,
"视频.通道数": 3,
"是否含音频": false
}
},
"观测.状态.笛卡尔位姿": {
"数据类型": "float32",
"尺寸": [
6
],
"维度名称": [
"x",
"y",
"z",
"roll",
"pitch",
"yaw"
]
},
"观测.状态.夹爪状态": {
"数据类型": "float32",
"尺寸": [
1
],
"维度名称": [
"gripper"
]
},
"观测.状态.关节角度": {
"数据类型": "float32",
"尺寸": [
7
],
"维度名称": [
"joint_0",
"joint_1",
"joint_2",
"joint_3",
"joint_4",
"joint_5",
"joint_6"
]
},
"观测.状态.目标位姿": {
"数据类型": "float32",
"尺寸": [
6
],
"维度名称": [
"target_x",
"target_y",
"target_z",
"target_roll",
"target_pitch",
"target_yaw"
]
},
"观测.总状态": {
"数据类型": "float32",
"尺寸": [
20
],
"维度名称": [
"x",
"y",
"z",
"roll",
"pitch",
"yaw",
"gripper",
"joint_0",
"joint_1",
"joint_2",
"joint_3",
"joint_4",
"joint_5",
"joint_6",
"target_x",
"target_y",
"target_z",
"target_roll",
"target_pitch",
"target_yaw"
]
},
"动作": {
"数据类型": "float32",
"尺寸": [
7
],
"维度名称": [
"x",
"y",
"z",
"roll",
"pitch",
"yaw",
"gripper"
]
},
"时间戳": {
"数据类型": "float32",
"尺寸": [
1
],
"维度名称": null
},
"帧索引": {
"数据类型": "int64",
"尺寸": [
1
],
"维度名称": null
},
"回合索引": {
"数据类型": "int64",
"尺寸": [
1
],
"维度名称": null
},
"索引": {
"数据类型": "int64",
"尺寸": [
1
],
"维度名称": null
},
"任务索引": {
"数据类型": "int64",
"尺寸": [
1
],
"维度名称": null
}
}
}
## 引用
**BibTeX格式：**
bibtex
[需补充更多信息]
提供机构：
cbrian
