omy_f3m_PickPlaceGreenDinsdag1037
收藏资源简介:
该数据集是使用LeRobot创建的,专为机器人学任务设计,针对omy_f3m机器人类型。它包含25个episodes,总计14789帧,覆盖1个任务,并包含50个视频。数据以30fps的帧率采集,所有数据均用于训练。数据集结构包括特征如时间戳、帧索引、episode索引、任务索引;观察数据包括来自手腕摄像头(分辨率为270x480x3)和顶部摄像头(分辨率为480x640x3)的图像,观察状态涵盖7个关节(joint1到joint6以及rh_r1_joint);动作数据也包含7个关节。数据以Parquet格式存储,视频以MP4格式存储,遵循指定的路径结构,许可证为Apache-2.0。
This dataset is created using LeRobot and is specifically designed for robotics tasks, involving the omy_f3m robot type. It contains 25 episodes, totaling 14789 frames, covering 1 task, and includes 50 videos. The data is collected at a frame rate of 30fps, with all data used for training. The dataset structure includes features such as timestamp, frame index, episode index, task index, and observation data: images from a wrist camera (resolution 270x480x3) and a top camera (resolution 480x640x3), observation states (including 7 joints: joint1 to joint6 and rh_r1_joint), and action data (also containing 7 joints). The data is stored in Parquet format, videos in MP4 format, following a specified path structure, with the license being Apache-2.0.
数据集概述
- 数据集名称: omy_f3m_PickPlaceGreenDinsdag1037
- 许可证: Apache-2.0
- 任务类别: 机器人学(Robotics)
- 创建工具: 基于 LeRobot 框架生成
- 机器人类型: omy_f3m
数据集规模与结构
| 指标 | 数值 |
|---|---|
| 总片段数(episodes) | 25 |
| 总帧数(frames) | 14,789 |
| 总任务数 | 1 |
| 总视频数 | 50 |
| 总数据块数(chunks) | 1 |
| 每块容量(chunks_size) | 1000 |
| 帧率(fps) | 30 |
| 训练/测试划分 | 训练集:0–24 片段(共25片段) |
数据存储路径
- 数据文件:
data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet - 视频文件:
videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4 - 配置文件: meta/info.json
特征字段说明
| 字段 | 数据类型 | 形状 | 描述 |
|---|---|---|---|
timestamp |
float32 | [1] | 时间戳 |
frame_index |
int64 | [1] | 帧索引 |
episode_index |
int64 | [1] | 片段索引 |
index |
int64 | [1] | 全局索引 |
task_index |
int64 | [1] | 任务索引 |
observation.images.cam_wrist |
视频 | [270, 480, 3] | 腕部摄像头图像(H.264编码,分辨率270x480) |
observation.images.cam_top |
视频 | [480, 640, 3] | 顶部摄像头图像(H.264编码,分辨率480x640) |
observation.state |
float32 | [7] | 机器人状态:7个关节位置(joint1~joint6, rh_r1_joint) |
action |
float32 | [7] | 动作指令:7个关节控制量(joint1~joint6, rh_r1_joint) |
引用说明
当前数据集引用信息(BibTeX)暂缺,待补充。



