test2_makerlab2.0_20260711_173020
收藏资源简介:
该数据集由LeRobot创建,专注于机器人学领域,包含5个episodes,总计2244帧数据。数据以parquet格式存储,特征包括:动作(6维关节位置,对应肩部平移、肩部提升、肘部弯曲、手腕弯曲、手腕旋转和夹爪位置)、状态观测(与动作相同的6维关节位置)、手腕摄像头视频(480x640分辨率,30fps,AV1编码)和前置摄像头视频(相同规格)。此外,还包含时间戳、帧索引、episode索引、任务索引等元数据。机器人类型为so_follower,数据集总大小约300MB(数据文件100MB,视频文件200MB),用于训练任务。
This dataset was developed by LeRobot and focuses on the field of robotics. It contains 5 episodes, totaling 2244 frames of data. The data is stored in Parquet format, with the following features: actions (6-dimensional joint positions corresponding to shoulder translation, shoulder elevation, elbow flexion, wrist flexion, wrist rotation, and gripper position), state observations (the same 6-dimensional joint positions as the actions), wrist camera videos (480×640 resolution, 30 fps, AV1 encoded) and front-facing camera videos (with identical specifications). Additionally, it includes metadata such as timestamps, frame indices, episode indices, and task indices. The robot type is so_follower. The total size of the dataset is approximately 300 MB (100 MB for data files and 200 MB for video files), and it is intended for task training.
数据集概述
- 数据集名称: test2_makerlab2.0_20260711_173020
- 创建者: makermods
- 许可证: Apache-2.0
- 任务类别: 机器人学 (Robotics)
- 标签: LeRobot, MakerLab
- 创建工具: 基于 LeRobot 创建
数据集结构
- 数据格式: 数据文件为 Parquet 格式,路径为
data/*/*.parquet,视频文件为 MP4 格式。 - 机器人类型: so_follower
- 帧率: 30 FPS
- 总集数 (Episodes): 5
- 总帧数 (Frames): 2244
- 总任务数 (Tasks): 1
- 数据大小: 数据文件约 100 MB,视频文件约 200 MB
- 数据划分: 训练集 (train) 包含全部 5 个集(索引 0~4)
数据特征
每条数据包含以下特征:
- action (float32, shape=[6]): 机器人动作,包含 6 个关节位置(shoulder_pan, shoulder_lift, elbow_flex, wrist_flex, wrist_roll, gripper)
- observation.state (float32, shape=[6]): 机器人状态,同样包含上述 6 个关节位置
- observation.images.wrist (视频, 480x640x3): 腕部摄像头图像,AV1 编码,30 FPS
- observation.images.front (视频, 480x640x3): 前方摄像头图像,AV1 编码,30 FPS
- timestamp (float32, shape=[1]): 时间戳
- frame_index (int64, shape=[1]): 帧索引
- episode_index (int64, shape=[1]): 集索引
- index (int64, shape=[1]): 全局索引
- task_index (int64, shape=[1]): 任务索引
可视化与引用
- 可通过 可视化空间 交互式查看数据集。
- 引用信息:暂无提供。



