Pick_sponge
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资源简介:
该数据集包含使用双臂机器人(Solaris)抓取海绵的机器人操作数据,包括12维关节位置动作(左右手臂各6维)、12维观测状态(左右手臂各6维)、三个视角(上、右、左)的480x640 RGB视频图像(30fps),以及时间戳、帧索引、情节索引等信息。数据集共9个情节,4866帧,1个任务,采用LeRobot格式存储。
This dataset contains robot manipulation data of a dual-arm robot (Solaris) grasping a sponge, including 12-dimensional joint position actions (6 for each arm), 12-dimensional observation states (6 for each arm), 480x640 RGB video images from three camera views (top, right, left) at 30fps, along with timestamps, frame indices, episode indices, etc. The dataset consists of 9 episodes, 4866 frames, 1 task, and is stored in LeRobot format.
提供机构:
SoSolaris创建时间:
2026-10-01
原始信息汇总
数据集概述
基本信息
- 数据集名称:Pick_sponge
- 许可证:apache-2.0
- 任务类别:robotics
- 标签:LeRobot
- 数据集创建工具:LeRobot
- 可视化地址:https://huggingface.co/spaces/lerobot/visualize_dataset?path=SoSolaris/Pick_sponge
- 主页:[More Information Needed]
- 论文:[More Information Needed]
数据集结构
数据文件配置
- 配置名称:default
- 数据文件:data//.parquet
元信息(meta/info.json)
- 代码库版本:v3.0
- 帧率(fps):30
- 机器人类型:solaria_bimanual
- 总回合数(total_episodes):9
- 总帧数(total_frames):4866
- 总任务数(total_tasks):1
- 分块大小(chunks_size):1000
- 数据文件大小(data_files_size_in_mb):100
- 视频文件大小(video_files_size_in_mb):200
- 数据路径:data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet
- 视频路径:videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4
- 划分(splits):train: 0:9
特征(features)
| 特征名称 | 数据类型 | 形状 | 说明 |
|---|---|---|---|
| action | float32 | [12] | 12维动作,包含左右臂各关节位置 |
| observation.state | float32 | [12] | 12维状态,包含左右臂各关节位置 |
| observation.images.up | video | [480, 640, 3] | 上方视角视频,h264编码,yuv420p像素格式,fps 30,无音频 |
| observation.images.right | video | [480, 640, 3] | 右侧视角视频,h264编码,yuv420p像素格式,fps 30,无音频 |
| observation.images.left | video | [480, 640, 3] | 左侧视角视频,h264编码,yuv420p像素格式,fps 30,无音频 |
| timestamp | float32 | [1] | 时间戳 |
| frame_index | int64 | [1] | 帧索引 |
| episode_index | int64 | [1] | 回合索引 |
| index | int64 | [1] | 索引 |
| task_index | int64 | [1] | 任务索引 |
action 与 observation.state 的关节名称(12维)
- left_shoulder_pan.pos
- left_shoulder_lift.pos
- left_elbow_flex.pos
- left_wrist_flex.pos
- left_wrist_roll.pos
- left_gripper.pos
- right_shoulder_pan.pos
- right_shoulder_lift.pos
- right_elbow_flex.pos
- right_wrist_flex.pos
- right_wrist_roll.pos
- right_gripper.pos
引用信息
BibTeX:[More Information Needed]



