eval_nhsiang_pi05_so101_sc1_new_30k_grasp_the_red_box_20260504-190241
收藏Hugging Face2026-05-04 更新2026-05-04 收录
下载链接:
https://huggingface.co/datasets/kunhsiang/eval_nhsiang_pi05_so101_sc1_new_30k_grasp_the_red_box_20260504-190241
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资源简介:
这是一个机器人操作数据集,包含1个完整任务序列,共2514帧数据。数据集记录了机器人执行任务时的动作指令(包括肩部、肘部、腕部等6个关节位置)、状态观测(相同6个关节位置)以及来自前视、顶部和夹持器的三路视频观测(480x640分辨率,30fps)。数据以parquet格式存储,总数据量约300MB(100MB数据+200MB视频)。
This is a robotic manipulation dataset containing one complete task sequence with a total of 2514 frames. The dataset records the action commands (including 6 joint positions such as shoulder, elbow, wrist and others) during the robot's task execution, state observations (consisting of the same 6 joint positions), as well as three video observations from the front-facing camera, top-mounted camera and gripper, all with a resolution of 480×640 and a frame rate of 30 fps. The data is stored in Parquet format, with a total size of approximately 300 MB, including 100 MB of non-video data and 200 MB of video data.
提供机构:
kunhsiang
创建时间:
2026-05-04
原始信息汇总
数据集概述
基本信息
- 数据集名称: eval_nhsiang_pi05_so101_sc1_new_30k_grasp_the_red_box_20260504-190241
- 主页: [更多信息待补充]
- 论文: [更多信息待补充]
- 许可证: Apache-2.0
- 任务类别: 机器人学(Robotics)
- 标签: LeRobot
- 创建工具: 使用 LeRobot 创建
数据集结构
- 编码库版本: v3.0
- 机器人类型: so_follower
- 总片段数: 1
- 总帧数: 2514
- 总任务数: 1
- 块大小: 1000
- 数据文件大小: 100 MB
- 视频文件大小: 200 MB
- 帧率: 30 FPS
- 数据分割: 仅训练集(0:1)
数据特征
| 特征名称 | 数据类型 | 形状 | 说明 |
|---|---|---|---|
| action | float32 | [6] | 动作数据,包含6个关节位置(肩部旋转、肩部升降、肘部弯曲、腕部弯曲、腕部旋转、夹爪位置) |
| observation.state | float32 | [6] | 观测状态,与动作数据维度一致,包含6个关节位置 |
| observation.images.front | video | [480, 640, 3] | 前置摄像头视频,分辨率480x640,3通道,AV1编码,30 FPS |
| observation.images.top | video | [480, 640, 3] | 顶部摄像头视频,分辨率480x640,3通道,AV1编码,30 FPS |
| observation.images.gripper | video | [480, 640, 3] | 夹爪摄像头视频,分辨率480x640,3通道,AV1编码,30 FPS |
| timestamp | float32 | [1] | 时间戳 |
| frame_index | int64 | [1] | 帧索引 |
| episode_index | int64 | [1] | 片段索引 |
| index | int64 | [1] | 索引 |
| task_index | int64 | [1] | 任务索引 |
数据存储
- 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 - 配置文件:
config_name: default,数据文件为data/*/*.parquet



