convertible_pos2_AToB_20260917_142209
收藏资源简介:
该数据集使用LeRobot创建,包含60个episodes的机器人操作数据。每个episode记录了一个so_follower型机器人执行单一任务的轨迹,包括6维关节动作(shoulder_pan, shoulder_lift, elbow_flex, wrist_flex, wrist_roll, gripper)、6维关节状态观测、以及来自顶视图和前视图的480x640像素视频(30fps,AV1编码)。数据集共44360帧,可用于机器人模仿学习、行为克隆等研究。
This dataset is created using LeRobot and contains 60 episodes of robot manipulation data. Each episode records the trajectory of a so_follower robot performing a single task, including 6-dimensional joint actions (shoulder_pan, shoulder_lift, elbow_flex, wrist_flex, wrist_roll, gripper), 6-dimensional joint state observations, and 480x640 pixel videos from top and front views (30fps, AV1 encoded). The dataset has a total of 44,360 frames and can be used for robot imitation learning, behavior cloning, and other research.
数据集概述
基本信息
- 数据集地址:https://huggingface.co/datasets/hlmnrkmn737/convertible_pos2_AToB_20260917_142209
- 许可证:apache-2.0
- 任务类别:robotics(机器人)
- 标签:LeRobot、robotics、lerobot、LeLab
- 创建工具:LeRobot
- 可视化链接:https://huggingface.co/spaces/lerobot/visualize_dataset?path=hlmnrkmn737/convertible_pos2_AToB_20260917_142209
数据集结构
配置信息
- 配置名称:default
- 数据文件路径:data//.parquet
元数据信息(meta/info.json)
- 代码库版本:v3.0
- 帧率(fps):30
- 机器人类型:so_follower
- 总回合数(total_episodes):60
- 总帧数(total_frames):44360
- 总任务数(total_tasks):1
- 分块大小(chunks_size):1000
- 数据文件大小(data_files_size_in_mb):100 MB
- 视频文件大小(video_files_size_in_mb):200 MB
- 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
- 划分(splits):train(0:60)
特征(Features)
action(动作)
- 数据类型:float32
- 形状:6
- 字段名称:
- shoulder_pan.pos
- shoulder_lift.pos
- elbow_flex.pos
- wrist_flex.pos
- wrist_roll.pos
- gripper.pos
observation.state(观测状态)
- 数据类型:float32
- 形状:6
- 字段名称:
- shoulder_pan.pos
- shoulder_lift.pos
- elbow_flex.pos
- wrist_flex.pos
- wrist_roll.pos
- gripper.pos
observation.images.top_view(俯视图像观测)
- 数据类型:video
- 形状:480 × 640 × 3
- 字段名称:height、width、channels
- 视频信息:
- 是否为深度图:否
- 高度:480
- 宽度:640
- 编解码器:av1
- 像素格式:yuv420p
- 帧率:30
- 通道数:3
- 含音频:否
- video.g:2
- video.crf:30
- video.preset:12
- video.fast_decode:0
- 视频后端:pyav
- 额外选项:{}
observation.images.front_view(前视图像观测)
- 数据类型:video
- 形状:480 × 640 × 3
- 字段名称:height、width、channels
- 视频信息:
- 是否为深度图:否
- 高度:480
- 宽度:640
- 编解码器:av1
- 像素格式:yuv420p
- 帧率:30
- 通道数:3
- 含音频:否
- video.g:2
- video.crf:30
- video.preset:12
- video.fast_decode:0
- 视频后端:pyav
- 额外选项:{}
timestamp(时间戳)
- 数据类型:float32
- 形状:1
- 字段名称:无
frame_index(帧索引)
- 数据类型:int64
- 形状:1
- 字段名称:无
episode_index(回合索引)
- 数据类型:int64
- 形状:1
- 字段名称:无
index(索引)
- 数据类型:int64
- 形状:1
- 字段名称:无
task_index(任务索引)
- 数据类型:int64
- 形状:1
- 字段名称:无
引用
- BibTeX:[More Information Needed]
- 主页:[More Information Needed]
- 论文:[More Information Needed]



