20-wasa/openarm-cube-pickup
收藏Hugging Face2026-05-28 更新2026-05-31 收录
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https://hf-mirror.com/datasets/20-wasa/openarm-cube-pickup
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资源简介:
该数据集是一个用于机器人任务的数据集,具体聚焦于双手机器人(bimanual_openarm)执行拾取立方体的操作。数据集包含20个总片段(total_episodes)和2598个总帧(total_frames),覆盖1个总任务(total_tasks)。数据特征包括观察状态(如16个浮点型关节位置,分别对应左右手臂和手指关节)、动作数据(同样为16个浮点型关节控制值)、时间戳、帧索引、片段索引等。此外,数据集还提供了多视角图像观察,包括头部摄像头、左手腕摄像头和右手腕摄像头的视频数据,每个视频分辨率为480x640,帧率为30fps,使用AV1编解码器。数据集以Parquet文件格式存储,总数据文件大小为100MB,视频文件大小为200MB,并包含训练集划分(splits: train)。该数据集旨在支持机器人学习和控制研究,特别是针对双臂协调操作任务。
This dataset is designed for robotics tasks, specifically focusing on a bimanual robot (bimanual_openarm) performing cube pickup operations. It includes 20 total episodes and 2598 total frames, covering 1 total task. The features consist of observation states (e.g., 16 floating-point joint positions for left and right arms and finger joints), action data (also 16 floating-point joint control values), timestamps, frame indices, episode indices, and more. Additionally, the dataset provides multi-view image observations from a head camera, left wrist camera, and right wrist camera, with each video having a resolution of 480x640, a frame rate of 30fps, and using the AV1 codec. The data is stored in Parquet format, with a total data file size of 100MB and video file size of 200MB, and includes a training split (splits: train). This dataset aims to support robotics learning and control research, particularly for bimanual coordination tasks.
提供机构:
20-wasa


