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test_vla_dataset

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Hugging Face2026-05-18 更新2026-05-18 收录
下载链接:
https://huggingface.co/datasets/JHaeringer/test_vla_dataset
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资源简介:
该数据集是一个专为机器人操作任务(尤其是拾放任务)设计的数据集,使用LeRobot工具创建。它集成了多模态传感器数据,包括来自顶部摄像头和夹爪摄像头的视频观察(分辨率为720x1280,帧率为30fps)、深度图像(分辨率为720x1280)、机器人关节状态(8维,涵盖6个关节和2个夹爪电机)以及末端执行器状态(位置和四元数姿态)。数据以Parquet格式存储,总大小为数据文件100MB和视频文件200MB,包含2个episodes和492帧,覆盖1个任务。该数据集适用于机器人学习研究领域,如模仿学习和强化学习。

This dataset is tailored for robotic manipulation tasks, particularly pick-and-place operations, and was constructed using the LeRobot toolkit. It integrates multimodal sensor data, including visual observations from both the overhead camera and the gripper camera (resolution: 720×1280, frame rate: 30fps), depth images (resolution: 720×1280), robot joint states (8-dimensional, covering 6 joints and 2 gripper motors), and end-effector states (position and quaternion pose). The data is stored in Parquet format, with a total size of 100MB for data files and 200MB for video files. It contains 2 episodes and 492 frames, covering 1 single task. This dataset is suitable for research in robotic learning, such as imitation learning and reinforcement learning.
提供机构:
JHaeringer
创建时间:
2026-05-18
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