test
收藏资源简介:
该数据集是一个专门用于机器人学习与控制任务的机器人学数据集,使用Physical AI Tools和LeRobot工具创建,针对omy_f3m型号的机器人。它包含5个完整的情节,总计3719帧数据,帧率为30fps,以parquet格式存储,并提供一个训练分割(涵盖所有5个情节)。数据集的核心内容包括多模态观察和动作数据:观察部分包括来自三个摄像头的视频数据(手腕摄像头:分辨率848x480,顶部摄像头:分辨率640x480,侧面摄像头:分辨率640x480,均为彩色图像),以及机器人的状态信息(7个关节的位置)。动作数据包含7个关节的控制命令。这些数据适用于机器人模仿学习、强化学习等研究场景。
This dataset is a robotics dataset specifically designed for robot learning and control tasks, created using Physical AI Tools and LeRobot tools, targeting the omy_f3m robot model. It contains 5 complete episodes, totaling 3719 frames of data at a frame rate of 30fps, stored in parquet format, and includes a training split (covering all 5 episodes). The core content of the dataset consists of multimodal observations and action data: the observation part includes video data from three cameras (wrist camera: resolution 848x480, top camera: resolution 640x480, side camera: resolution 640x480, all in color images), as well as the robots state information (positions of 7 joints). The action data includes control commands for 7 joints. This data is suitable for research scenarios such as robot imitation learning and reinforcement learning.
数据集概述
- 数据集名称: Syntax-Terror-BV/test
- 许可证: Apache-2.0
- 任务类别: 机器人领域 (robotics)
- 标签: robotis, LeRobot, omy_f3m
数据集构建
该数据集使用 Physical AI Tools 和 LeRobot 创建。
数据集规模
- 总片段数: 5
- 总帧数: 3719
- 总任务数: 1
- 总视频数: 15
- 总数据块数: 1
- 每块大小: 1000
- 帧率: 30 FPS
- 数据路径:
data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet - 视频路径:
videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4
数据集划分
| 划分 | 索引范围 |
|---|---|
| 训练集 (train) | 0:5 |
数据特征
| 特征名 | 数据类型 | 形状 | 说明 |
|---|---|---|---|
| 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 |
| observation.images.cam_wrist | video | [480, 848, 3] | 腕部摄像头图像(H264编码) |
| observation.images.cam_top | video | [480, 640, 3] | 顶部摄像头图像(H264编码) |
| observation.images.cam_side | video | [480, 640, 3] | 侧面摄像头图像(H264编码) |
| observation.state | float32 | [7] | 机器人状态(7个关节) |
| action | float32 | [7] | 动作指令(7个关节) |
机器人类型: omy_f3m
状态/动作维度:
- joint1
- joint2
- joint3
- joint4
- joint5
- joint6
- rh_r1_joint



