遇见数据集

pick_camamel_20260614_202409

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Hugging Face2026-06-14 更新2026-06-14 收录
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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.

提供机构:
makepluscode
创建时间:
2026-06-14
原始信息汇总

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.posshoulder_lift.poselbow_flex.poswrist_flex.poswrist_roll.posgripper.pos
  • 状态名称shoulder_pan.posshoulder_lift.poselbow_flex.poswrist_flex.poswrist_roll.posgripper.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

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