record-test_20260714_141607
收藏资源简介:
该数据集是使用LeRobot创建的机器人数据集,专门用于机器人任务。数据集包含动作、状态观测、前端图像观测(视频)、时间戳、帧索引、回合索引、索引和任务索引等特征。动作和状态观测均包含6个浮点数值,分别对应肩部平移、肩部提升、肘部弯曲、腕部弯曲、腕部旋转和夹爪的位置。前端图像观测为视频格式,分辨率为480x640,3通道,帧率为30fps,使用av1编解码器。数据集总共有2个回合、832帧和1个任务,数据以Parquet文件格式存储,视频以MP4格式存储,数据文件总大小为100MB,视频文件总大小为200MB。机器人类型为so_follower。数据集适用于训练和评估机器人控制算法。
This dataset is a robot dataset created using LeRobot, specifically designed for robot tasks. It includes features such as actions, state observations, front-end image observations (video), timestamps, frame indices, episode indices, indices, and task indices. Both actions and state observations consist of six floating-point values corresponding to shoulder translation, shoulder elevation, elbow flexion, wrist flexion, wrist rotation, and gripper position. The front-end image observations are in video format with a resolution of 480x640, 3 channels, a frame rate of 30fps, and use the av1 codec. The dataset contains a total of 2 episodes, 832 frames, and 1 task. Data is stored in Parquet file format, while videos are stored in MP4 format, with a total data file size of 100MB and a total video file size of 200MB. The robot type is so_follower. The dataset is suitable for training and evaluating robot control algorithms.
- 数据集名称:record-test_20260714_141607
- 许可协议:Apache-2.0
- 任务类别:机器人学(robotics)
- 标签:LeRobot
- 创建工具:LeRobot(https://github.com/huggingface/lerobot)
数据集结构
- 数据格式:Parquet文件(路径:
data/*/*.parquet) - 帧率:30 FPS
- 机器人类型:so_follower
- 数据规模:
- 总片段数:2
- 总帧数:832
- 总任务数:1
- 数据文件大小:100 MB
- 视频文件大小:200 MB
- 块大小:1000
- 特征:
action:6维浮点数组,包含肩部旋转、肩部升降、肘部弯曲、腕部弯曲、腕部旋转和夹爪位置observation.state:6维浮点数组,与action特征相同observation.images.front:视频数据,分辨率480×640,3通道,AV1编码,30 FPStimestamp:浮点型,1维frame_index:整型,1维episode_index:整型,1维index:整型,1维task_index:整型,1维
- 数据划分:训练集(train),包含片段0到1(共2个片段)
引用
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