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press_button_1view_new_2

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Hugging Face2026-05-16 更新2026-05-16 收录
下载链接:
https://huggingface.co/datasets/saipuneethgottam/press_button_1view_new_2
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资源简介:
该数据集使用LeRobot创建,专注于机器人技术领域。数据集包含29个episodes,总计11722帧,帧率为30fps,所有数据划分为训练集。数据以parquet文件格式存储,总大小为100MB,视频文件总大小为500MB。数据集的特征包括:动作(action),为6维浮点数组,表示机器人关节位置(肩部平移、肩部升降、肘部弯曲、腕部弯曲、腕部旋转、夹爪位置);观测状态(observation.state),同样为6维浮点数组,表示关节位置;图像观测来自三个摄像头:camera1和camera2提供720x1280分辨率、3通道的视频,camera3提供480x640分辨率、3通道的视频,所有视频使用av1编解码器。此外,还包括时间戳、帧索引、episode索引、索引和任务索引等元数据。数据集采用Apache 2.0许可证。

This dataset is created using LeRobot and focuses on the field of robotics. It contains 29 episodes, totaling 11722 frames with a frame rate of 30fps, and all data is divided into the training set. The data is stored in parquet file format, with a total size of 100MB, and the video files have a total size of 500MB. The dataset features include: action, a 6-dimensional floating-point array representing robot joint positions (shoulder translation, shoulder lift, elbow bend, wrist bend, wrist rotation, gripper position); observation.state, also a 6-dimensional floating-point array representing joint positions; image observations from three cameras: camera1 and camera2 provide video with 720x1280 resolution and 3 channels, camera3 provides video with 480x640 resolution and 3 channels, all videos use the av1 codec. Additionally, metadata such as timestamps, frame indices, episode indices, indices, and task indices are included. The dataset is licensed under Apache 2.0.
提供机构:
saipuneethgottam
创建时间:
2026-05-16
原始信息汇总

数据集概述

基本信息

  • 数据集名称:press_button_1view_new_2
  • 许可证:Apache-2.0
  • 任务类别:机器人学(Robotics)
  • 创建工具:LeRobot

数据集规模

  • 总片段数:29
  • 总帧数:11,722
  • 总任务数:1
  • 帧率:30 FPS
  • 数据文件大小:100 MB
  • 视频文件大小:500 MB
  • 分块大小:1000
  • 数据划分:所有29个片段均用于训练(train: 0:29)

机器人信息

  • 机器人类型:so101_follower

数据集结构

特征定义

特征名称 数据类型 形状 描述
action float32 [6] 包含6个维度:shoulder_pan.pos, shoulder_lift.pos, elbow_flex.pos, wrist_flex.pos, wrist_roll.pos, gripper.pos
observation.state float32 [6] 与action相同的6个关节位置维度
observation.images.camera1 视频 [720, 1280, 3] 720p高清摄像头,AV1编码,30 FPS,3通道RGB
observation.images.camera2 视频 [720, 1280, 3] 720p高清摄像头,AV1编码,30 FPS,3通道RGB
observation.images.camera3 视频 [480, 640, 3] 480p标清摄像头,AV1编码,30 FPS,3通道RGB
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

文件路径规范

  • 数据文件路径data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet
  • 视频文件路径videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4

摄像头配置

  • Camera1:分辨率 720×1280,AV1编码,30 FPS,3通道,非深度图
  • Camera2:分辨率 720×1280,AV1编码,30 FPS,3通道,非深度图
  • Camera3:分辨率 480×640,AV1编码,30 FPS,3通道,非深度图

备注

  • 数据集未提供引用文献(BibTeX信息为“More Information Needed”)
  • 数据集主页和论文信息未提供
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