notstrober/can-drink-to-cupholder-right-arm-bimanual2_rightonly
收藏资源简介:
该数据集由LeRobot创建,专注于机器人控制任务。数据集包含200个episodes,总计102778帧,针对单个任务设计。数据特征包括动作(如右肩、肘、腕和夹爪的位置)、观测状态(与动作相同的关节位置)、来自两个摄像头(右前和右顶)的图像观测(分辨率为480x640,30fps),以及时间戳、帧索引、episode索引等元数据。机器人类型为so101_follower,数据以parquet和mp4格式存储,适用于机器人学习和模拟研究。
--- 许可证:Apache-2.0 任务类别: - 机器人学 标签: - LeRobot 配置项: - 配置名称:default 数据文件:data/*/*.parquet --- 本数据集基于 [LeRobot](https://github.com/huggingface/lerobot) 开发构建。 <a class="flex" href="https://huggingface.co/spaces/lerobot/visualize_dataset?path=notstrober/can-drink-to-cupholder-right-arm-bimanual2_rightonly"> <img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl.svg"/> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/badges/resolve/main/visualize-this-dataset-xl-dark.svg"/> </a> ## 数据集说明 - **主页:** [需补充更多信息] - **论文:** [需补充更多信息] - **许可证:** Apache-2.0 ## 数据集结构 `meta/info.json` 文件详情如下: json { "代码库版本": "v3.0", "机器人类型": "so101_follower", "总回合数": 200, "总帧数": 102778, "总任务数": 1, "分块大小": 1000, "数据文件总大小(MB)": 100, "视频文件总大小(MB)": 200, "帧率": 30, "数据集划分": { "训练集": "0:200" }, "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", "特征项": { "动作": { "数据类型": "float32", "字段名称": [ "right_shoulder_pan.pos", "right_shoulder_lift.pos", "right_elbow_flex.pos", "right_wrist_flex.pos", "right_wrist_roll.pos", "right_gripper.pos" ], "形状": [ 6 ] }, "观测.状态": { "数据类型": "float32", "字段名称": [ "right_shoulder_pan.pos", "right_shoulder_lift.pos", "right_elbow_flex.pos", "right_wrist_flex.pos", "right_wrist_roll.pos", "right_gripper.pos" ], "形状": [ 6 ] }, "观测.图像.右前视角": { "数据类型": "video", "形状": [ 480, 640, 3 ], "字段名称": [ "height", "width", "channels" ], "附加信息": { "视频高度": 480, "视频宽度": 640, "视频编码格式": "av1", "像素格式": "yuv420p", "是否为深度图": false, "视频帧率": 30, "视频通道数": 3, "是否包含音频": false } }, "观测.图像.右顶视角": { "数据类型": "video", "形状": [ 480, 640, 3 ], "字段名称": [ "height", "width", "channels" ], "附加信息": { "视频高度": 480, "视频宽度": 640, "视频编码格式": "av1", "像素格式": "yuv420p", "是否为深度图": false, "视频帧率": 30, "视频通道数": 3, "是否包含音频": false } }, "时间戳": { "数据类型": "float32", "形状": [ 1 ], "字段名称": null }, "帧索引": { "数据类型": "int64", "形状": [ 1 ], "字段名称": null }, "回合索引": { "数据类型": "int64", "形状": [ 1 ], "字段名称": null }, "全局索引": { "数据类型": "int64", "形状": [ 1 ], "字段名称": null }, "任务索引": { "数据类型": "int64", "形状": [ 1 ], "字段名称": null } } } ## 引用 **BibTeX 引用格式:** bibtex [需补充更多信息]



