kjh5678688/cup_and_cube
收藏资源简介:
这是一个由LeRobot创建的机器人数据集,专为双手机器人(bi_so_follower)设计。数据集包含100个episodes,总计119,600帧数据,帧率为30fps。数据以parquet文件(总大小100MB)和mp4视频文件(总大小200MB)存储,涵盖训练任务(splits为train)。数据集特征包括:动作数据(action,12维浮点数组,表示左右机械臂的关节位置和夹爪位置)、状态观测(observation.state,12维浮点数组,与动作结构相同)、视频观测(来自三个摄像头的视频流:left_front_l、left_person_view和right_front_r,分辨率均为480x640,3通道RGB,编码为av1),以及时间戳、帧索引、episode索引、任务索引等元数据。该数据集适用于机器人控制、模仿学习或强化学习研究。
This is a robotics dataset created using LeRobot, designed for a dual-arm robot (bi_so_follower). It contains 100 episodes with a total of 119,600 frames at 30fps. The data is stored in parquet files (total size 100MB) and mp4 video files (total size 200MB), covering training tasks (splits: train). Dataset features include: action data (12-dimensional float32 array representing joint positions and gripper positions for left and right arms), state observations (observation.state, 12-dimensional float32 array, same structure as action), video observations (from three camera streams: left_front_l, left_person_view, and right_front_r, all at 480x640 resolution, 3-channel RGB, encoded as av1), and metadata such as timestamp, frame index, episode index, and task index. This dataset is suitable for robotics control, imitation learning, or reinforcement learning research.



