max-chr/libero_alltasks_addcams
收藏资源简介:
该数据集是使用LeRobot工具创建的机器人学习数据集,专门用于机器人任务。数据集包含5658个总集数、850093个总帧数,覆盖111个任务,使用Franka机器人采集。数据以20fps的帧率记录,包括观察状态(如电机状态、末端执行器状态、关节状态、夹持器状态)、图像(前视图和侧视图,分辨率为256x256 RGB视频)和动作特征,所有数据以Parquet格式存储,并附带MP4视频文件。数据集结构详细,适用于机器人控制、模仿学习或强化学习等研究。
This dataset is a robotics learning dataset created using the LeRobot tool, specifically designed for robot tasks. It contains a total of 5,658 episodes, 850,093 frames, and covers 111 tasks, collected with a Franka robot. The data is recorded at 20fps and includes observation states (such as motor state, end-effector state, joint state, gripper state), images (front-view and side-view, with 256x256 RGB video resolution), and action features. All data is stored in Parquet format and accompanied by MP4 video files. The dataset has a detailed structure and is suitable for research in robot control, imitation learning, or reinforcement learning.



