party_a_20260615_184327
收藏资源简介:
该数据集使用LeRobot框架创建,是一个机器人控制数据集,专门针对双臂机器人(rby1类型)的交互数据。它以15fps的帧率采集,总帧数为2105,包含2个训练集片段。数据特征包括:16维动作向量(用于控制右臂7个关节、左臂7个关节、右夹爪1维和左夹爪1维);16维观测状态向量(对应动作的关节状态);多视角图像观测(前视摄像头分辨率为480x640x3,右视和左视摄像头均为640x480x3,视频编码为av1);以及元数据如时间戳、帧索引和任务索引。数据以Parquet格式存储,视频以MP4格式存储,适用于机器人学习任务。
This dataset is created using the LeRobot framework and is a robot control dataset containing interaction data for a dual-arm robot (type rby1). It is collected at 15fps with a total of 2105 frames, covering 2 training episodes. Data features include: a 16-dimensional action vector (controlling 7 joints of the right arm, 7 joints of the left arm, 1 dimension for the right gripper, and 1 dimension for the left gripper); a 16-dimensional observation state vector (corresponding joint states to actions); multi-view image observations (front camera at 480x640x3, right and left cameras at 640x480x3, with video encoded as av1); and metadata such as timestamps, frame indices, and task indices. The data is stored in Parquet format, and videos are stored in MP4 format, suitable for robot learning tasks.
数据集概述:rainbowrobotics/party_a_20260615_184327
该数据集由 LeRobot 创建,专注于机器人领域。
- 许可协议: Apache-2.0
- 任务类别: 机器人 (Robotics)
- 创建工具: LeRobot
- 数据集大小: data 文件约 100MB,视频文件约 200MB
数据集结构
数据集包含 2 个 episode,总计 2105 帧,涉及 1 个任务。帧率为 15 FPS。机器人类型为 rby1。
特征 (Features)
数据集包含以下特征:
| 特征名称 | 数据类型 | 形状 | 描述 |
|---|---|---|---|
action |
float32 | [16] | 16维动作指令,包含左右臂的7个关节位置和左右夹爪位置 |
observation.state |
float32 | [16] | 16维观测状态,结构与action一致 |
observation.images.front |
视频 | (480, 640, 3) | 前置摄像头图像,AV1编码,15FPS |
observation.images.right |
视频 | (640, 480, 3) | 右置摄像头图像,AV1编码,15FPS |
observation.images.left |
视频 | (640, 480, 3) | 左置摄像头图像,AV1编码,15FPS |
timestamp |
float32 | [1] | 时间戳 |
frame_index |
int64 | [1] | 帧索引 |
episode_index |
int64 | [1] | Episode索引 |
index |
int64 | [1] | 全局索引 |
task_index |
int64 | [1] | 任务索引 |
数据划分 (Splits)
- 训练集 (Train): 包含所有2个episode(索引0-1)



