DORLR/ur5_real_scripted_rl_merged
收藏资源简介:
该数据集由LeRobot创建,是一个用于机器人技术的数据集,专门针对UR5机器人。数据集包含641个训练集片段,总计141637帧数据,覆盖3个不同任务。数据以30fps的帧率采集,包括两种摄像头视角的图像数据:手腕摄像头(分辨率为480x640,3通道)和侧面摄像头(分辨率为720x1280,3通道)。此外,数据集还提供机器人的状态观测(如关节位置)和动作数据(如关节控制命令),这些数据以浮点数组形式存储,涉及7个关节(包括机器人夹爪关节)。数据集结构以Parquet文件格式组织,适用于机器人学习任务,如强化学习或模仿学习。
This dataset was created using LeRobot and is designed for robotics applications, specifically for the UR5 robot. It consists of 641 training episodes, totaling 141637 frames, and covers 3 distinct tasks. Data is collected at 30fps and includes image data from two camera perspectives: a wrist camera (resolution 480x640, 3 channels) and a side camera (resolution 720x1280, 3 channels). Additionally, the dataset provides robot state observations (e.g., joint positions) and action data (e.g., joint control commands), stored as float arrays for 7 joints (including the robot gripper joint). The dataset is organized in Parquet file format and is suitable for robot learning tasks such as reinforcement learning or imitation learning.



