pr0tos/workbench_threading
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下载链接:
https://hf-mirror.com/datasets/pr0tos/workbench_threading
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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).
## 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": "bi_so101_follower",
"total_episodes": 10,
"total_frames": 10142,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:10"
},
"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": [
"left_shoulder_pan.pos",
"left_shoulder_lift.pos",
"left_elbow_flex.pos",
"left_wrist_flex.pos",
"left_wrist_roll.pos",
"left_gripper.pos",
"right_shoulder_pan.pos",
"right_shoulder_lift.pos",
"right_elbow_flex.pos",
"right_wrist_flex.pos",
"right_wrist_roll.pos",
"right_gripper.pos"
],
"shape": [
12
]
},
"observation.state": {
"dtype": "float32",
"names": [
"left_shoulder_pan.pos",
"left_shoulder_lift.pos",
"left_elbow_flex.pos",
"left_wrist_flex.pos",
"left_wrist_roll.pos",
"left_gripper.pos",
"right_shoulder_pan.pos",
"right_shoulder_lift.pos",
"right_elbow_flex.pos",
"right_wrist_flex.pos",
"right_wrist_roll.pos",
"right_gripper.pos"
],
"shape": [
12
]
},
"observation.images.up": {
"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.up_depth": {
"dtype": "video",
"shape": [
480,
640
],
"names": [
"height",
"width"
],
"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.right": {
"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.left": {
"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
}
},
"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(robotics)
标签:
- LeRobot
配置项:
- 配置名称: default
数据文件路径: data/*/*.parquet
本数据集由[LeRobot](https://github.com/huggingface/lerobot)构建。
## 数据集描述
- **主页:** [待补充更多信息]
- **论文:** [待补充更多信息]
- **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": "bi_so101_follower",
"总回合数": 10,
"总帧数": 10142,
"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)": 500,
"帧率": 30,
"数据集划分": {
"训练集": "0:10"
},
"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",
"特征名称": [
"左肩pan关节位置",
"左肩lift关节位置",
"左肘关节flex位置",
"左腕关节flex位置",
"左腕关节roll关节位置",
"左夹爪位置",
"右肩pan关节位置",
"右肩lift关节位置",
"右肘关节flex位置",
"右腕关节flex位置",
"右腕关节roll关节位置",
"右夹爪位置"
],
"形状": [
12
]
},
"观测.状态": {
"数据类型": "float32",
"特征名称": [
"左肩pan关节位置",
"左肩lift关节位置",
"左肘关节flex位置",
"左腕关节flex位置",
"左腕关节roll关节位置",
"左夹爪位置",
"右肩pan关节位置",
"右肩lift关节位置",
"右肘关节flex位置",
"右腕关节flex位置",
"右腕关节roll关节位置",
"右夹爪位置"
],
"形状": [
12
]
},
"观测.上方摄像头图像": {
"数据类型": "视频",
"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": 30,
"视频通道数": 3,
"是否包含音频": false
}
},
"观测.上方深度摄像头图像": {
"数据类型": "视频",
"形状": [
480,
640
],
"维度名称": [
"高度",
"宽度"
],
"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": 30,
"视频通道数": 3,
"是否包含音频": false
}
},
"观测.右侧摄像头图像": {
"数据类型": "视频",
"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": 30,
"视频通道数": 3,
"是否包含音频": false
}
},
"观测.左侧摄像头图像": {
"数据类型": "视频",
"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": 30,
"视频通道数": 3,
"是否包含音频": false
}
},
"时间戳": {
"数据类型": "float32",
"形状": [
1
],
"特征名称": null
},
"帧索引": {
"数据类型": "int64",
"形状": [
1
],
"特征名称": null
},
"回合索引": {
"数据类型": "int64",
"形状": [
1
],
"特征名称": null
},
"全局索引": {
"数据类型": "int64",
"形状": [
1
],
"特征名称": null
},
"任务索引": {
"数据类型": "int64",
"形状": [
1
],
"特征名称": null
}
}
}
## 引用
**BibTeX:**
bibtex
[待补充更多信息]
提供机构:
pr0tos



