red_block_white_box_20260719_152406
收藏资源简介:
该数据集是使用LeRobot创建的,专注于机器人学任务。它包含50个episodes,总计24570帧,帧率为30fps。数据特征包括动作(action)和观察状态(observation.state),其中动作和状态均涉及6个关节位置:肩部平移、肩部提升、肘部弯曲、手腕弯曲、手腕旋转和夹爪位置。观察部分还包括三个摄像头(camera1、camera2、camera3)的视频图像,每个图像分辨率为480x640,3通道(RGB),视频编码为av1。此外,数据集包含时间戳、帧索引、episode索引、任务索引等元数据。数据以parquet文件格式存储,总数据大小约为100MB,视频文件大小约为200MB。机器人类型为so_follower,数据集划分为训练集(索引范围0:50)。许可证为Apache-2.0。
This dataset is created using LeRobot and focuses on robotics tasks. It contains 50 episodes, totaling 24,570 frames at a frame rate of 30fps. The data features include action and observation.state, both involving 6 joint positions: shoulder translation, shoulder elevation, elbow flexion, wrist flexion, wrist rotation, and gripper position. The observation part also includes video images from three cameras (camera1, camera2, camera3), each with a resolution of 480x640, 3 channels (RGB), and video encoding as av1. Additionally, the dataset contains metadata such as timestamps, frame index, episode index, and task index. The data is stored in parquet format, with a total data size of approximately 100MB and video file size of about 200MB. The robot type is so_follower, and the dataset is split into a training set (index range 0:50). The license is Apache-2.0.
数据集概述
数据集名称:red_block_white_box_20260719_152406
许可证:Apache-2.0
任务类别:机器人技术(Robotics)
创建工具:使用 LeRobot 创建
机器人类型:so_follower
数据集规模
- 总片段数(Episodes):50
- 总帧数(Frames):24,570
- 总任务数(Tasks):1
- 帧率(FPS):30
- 数据文件大小:约 100 MB
- 视频文件大小:约 200 MB
数据集结构
数据集采用 LeRobot 格式,配置名为 default,数据文件存储路径为 data/*/*.parquet。
特征(Features)
| 特征名称 | 数据类型 | 形状 | 说明 |
|---|---|---|---|
action |
float32 | [6] | 6维动作:肩部旋转、肩部升降、肘部弯曲、腕部弯曲、腕部旋转、夹爪位置 |
observation.state |
float32 | [6] | 6维状态:与动作相对应的关节位置 |
observation.images.camera1 |
video | [480, 640, 3] | 摄像头1视频,分辨率480x640,RGB三通道,AV1编码,30fps |
observation.images.camera2 |
video | [480, 640, 3] | 摄像头2视频,分辨率480x640,RGB三通道,AV1编码,30fps |
observation.images.camera3 |
video | [480, 640, 3] | 摄像头3视频,分辨率480x640,RGB三通道,AV1编码,30fps |
timestamp |
float32 | [1] | 时间戳 |
frame_index |
int64 | [1] | 帧索引 |
episode_index |
int64 | [1] | 片段索引 |
index |
int64 | [1] | 全局索引 |
task_index |
int64 | [1] | 任务索引 |
数据集划分
- 训练集(train):片段 0 到 49,共 50 个片段
数据存储路径
- 数据文件(Parquet):
data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet - 视频文件(MP4):
videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4
其他信息
- 主页:暂未提供
- 论文:暂未提供
- 引用信息:暂未提供



