pick_camamel_20260614_202409
收藏资源简介:
这是一个通过LeRobot创建的机器人数据集,专为机器人学习和控制任务设计。数据集包含机器人的动作数据(以6维浮点数组表示,对应肩关节、肘关节、腕关节和夹爪的位置)、状态观测数据(同样为6维浮点数组,表示关节位置),以及两个摄像头视角的视频数据(手腕摄像头和顶部摄像头,分辨率为480x640,帧率为30fps,采用AV1编码)。此外,数据集还包括时间戳、帧索引、episode索引、任务索引等元数据。数据集总共有5个episodes、3310帧数据、1个任务,数据以Parquet格式存储,视频以MP4格式存储,总数据大小约为100MB,视频大小约为200MB。机器人类型为so_follower,许可证为Apache-2.0。
This is a robotic dataset created via LeRobot, specifically designed for robotic learning and control tasks. The dataset includes robotic action data, which is represented as 6-dimensional floating-point arrays corresponding to the positions of the shoulder joint, elbow joint, wrist joint, and gripper, as well as state observation data, also 6-dimensional floating-point arrays indicating joint positions. It also contains video data from two camera viewpoints: the wrist camera and the top-down camera, with a resolution of 480x640, a frame rate of 30fps, and AV1 encoding. In addition, the dataset provides metadata including timestamps, frame indices, episode indices, and task indices. The dataset consists of 5 episodes, 3310 frames of data, and 1 single task. The non-video data is stored in Parquet format while the video files are stored in MP4 format, with a total non-video data size of approximately 100MB and total video size of around 200MB. The robotic platform type is so_follower, and the dataset is licensed under Apache-2.0.
数据集概述:makepluscode/pick_camamel_20260614_202409
- 许可协议:Apache-2.0
- 任务类别:机器人学(robotics)
- 标签:LeRobot、robotics、LeLab
- 创建工具:使用 LeRobot 创建
数据集结构
- 帧率:30 FPS
- 机器人类型:so_follower
- 总片段数:5
- 总帧数:3310
- 总任务数:1
- 数据文件大小:100 MB
- 视频文件大小:200 MB
- 训练集分割:train(片段0-4)
特征详情
| 特征 | 数据类型 | 形状 | 说明 |
|---|---|---|---|
action |
float32 | [6] | 动作指令,包含6个关节位置 |
observation.state |
float32 | [6] | 机器人状态,包含6个关节位置 |
observation.images.wrist |
video | [480, 640, 3] | 腕部摄像头视频,分辨率480x640,AV1编码 |
observation.images.top |
video | [480, 640, 3] | 顶部摄像头视频,分辨率480x640,AV1编码 |
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 |
动作与状态空间
- 动作名称:
shoulder_pan.pos、shoulder_lift.pos、elbow_flex.pos、wrist_flex.pos、wrist_roll.pos、gripper.pos - 状态名称:
shoulder_pan.pos、shoulder_lift.pos、elbow_flex.pos、wrist_flex.pos、wrist_roll.pos、gripper.pos
存储格式
- 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 - 代码库版本:v3.0
可视化
- 可通过 可视化空间 预览数据集。



