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G1_Dex1_PickPlaceRedBlock_Dataset_Sim

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魔搭社区2025-12-04 更新2025-11-03 收录
下载链接:
https://modelscope.cn/datasets/unitreerobotics/G1_Dex1_PickPlaceRedBlock_Dataset_Sim
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资源简介:
This dataset was created using [LeRobot](https://github.com/huggingface/lerobot). ## Dataset Description - **Homepage:** [More Information Needed] - **Paper:** [More Information Needed] - **License:** apache-2.0 ## Dataset Structure [meta/info.json](meta/info.json): ```json { "codebase_version": "v2.1", "robot_type": "Unitree_G1_Gripper", "total_episodes": 216, "total_frames": 163330, "total_tasks": 2, "total_videos": 648, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:216" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4", "features": { "observation.state": { "dtype": "float32", "shape": [ 16 ], "names": [ [ "kLeftShoulderPitch", "kLeftShoulderRoll", "kLeftShoulderYaw", "kLeftElbow", "kLeftWristRoll", "kLeftWristPitch", "kLeftWristYaw", "kRightShoulderPitch", "kRightShoulderRoll", "kRightShoulderYaw", "kRightElbow", "kRightWristRoll", "kRightWristPitch", "kRightWristYaw", "kLeftGripper", "kRightGripper" ] ] }, "action": { "dtype": "float32", "shape": [ 16 ], "names": [ [ "kLeftShoulderPitch", "kLeftShoulderRoll", "kLeftShoulderYaw", "kLeftElbow", "kLeftWristRoll", "kLeftWristPitch", "kLeftWristYaw", "kRightShoulderPitch", "kRightShoulderRoll", "kRightShoulderYaw", "kRightElbow", "kRightWristRoll", "kRightWristPitch", "kRightWristYaw", "kLeftGripper", "kRightGripper" ] ] }, "observation.images.cam_left_high": { "dtype": "video", "shape": [ 3, 480, 640 ], "names": [ "channels", "height", "width" ], "info": { "video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false } }, "observation.images.cam_left_wrist": { "dtype": "video", "shape": [ 3, 480, 640 ], "names": [ "channels", "height", "width" ], "info": { "video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false } }, "observation.images.cam_right_wrist": { "dtype": "video", "shape": [ 3, 480, 640 ], "names": [ "channels", "height", "width" ], "info": { "video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false } }, "timestamp": { "dtype": "float32", "shape": [ 1 ], "names": null }, "frame_index": { "dtype": "int64", "shape": [ 1 ], "names": null }, "episode_index": { "dtype": "int64", "shape": [ 1 ], "names": null }, "index": { "dtype": "int64", "shape": [ 1 ], "names": null }, "task_index": { "dtype": "int64", "shape": [ 1 ], "names": null } } } ``` ## Citation **BibTeX:** ```bibtex [More Information Needed] ```

本数据集基于[LeRobot](https://github.com/huggingface/lerobot)构建。 ## 数据集说明 - **主页**:[需补充更多信息] - **论文**:[需补充更多信息] - **授权协议**:Apache-2.0 ## 数据集结构 元数据文件为[meta/info.json](meta/info.json),其内容如下: json { "代码库版本": "v2.1", "机器人类型": "Unitree_G1_Gripper", "总回合数": 216, "总帧数": 163330, "总任务数": 2, "总视频数": 648, "总数据块数": 1, "单数据块大小": 1000, "帧率": 30, "数据集划分": { "训练集": "0:216" }, "数据路径格式": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "视频路径格式": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4", "数据特征": { "观测状态": { "数据类型": "float32", "形状": [ 16 ], "维度名称": [ [ "左肩关节俯仰角(kLeftShoulderPitch)", "左肩关节滚转角(kLeftShoulderRoll)", "左肩关节偏航角(kLeftShoulderYaw)", "左肘关节(kLeftElbow)", "左腕关节滚转角(kLeftWristRoll)", "左腕关节俯仰角(kLeftWristPitch)", "左腕关节偏航角(kLeftWristYaw)", "右肩关节俯仰角(kRightShoulderPitch)", "右肩关节滚转角(kRightShoulderRoll)", "右肩关节偏航角(kRightShoulderYaw)", "右肘关节(kRightElbow)", "右腕关节滚转角(kRightWristRoll)", "右腕关节俯仰角(kRightWristPitch)", "右腕关节偏航角(kRightWristYaw)", "左夹爪(kLeftGripper)", "右夹爪(kRightGripper)" ] ] }, "动作指令": { "数据类型": "float32", "形状": [ 16 ], "维度名称": [ [ "左肩关节俯仰角(kLeftShoulderPitch)", "左肩关节滚转角(kLeftShoulderRoll)", "左肩关节偏航角(kLeftShoulderYaw)", "左肘关节(kLeftElbow)", "左腕关节滚转角(kLeftWristRoll)", "左腕关节俯仰角(kLeftWristPitch)", "左腕关节偏航角(kLeftWristYaw)", "右肩关节俯仰角(kRightShoulderPitch)", "右肩关节滚转角(kRightShoulderRoll)", "右肩关节偏航角(kRightShoulderYaw)", "右肘关节(kRightElbow)", "右腕关节滚转角(kRightWristRoll)", "右腕关节俯仰角(kRightWristPitch)", "右腕关节偏航角(kRightWristYaw)", "左夹爪(kLeftGripper)", "右夹爪(kRightGripper)" ] ] }, "左高视角摄像头观测图像": { "数据类型": "video", "形状": [ 3, 480, 640 ], "维度名称": [ "通道数", "图像高度", "图像宽度" ], "详细信息": { "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, "帧率": 30, "通道数": 3, "是否含音频": false } }, "左腕摄像头观测图像": { "数据类型": "video", "形状": [ 3, 480, 640 ], "维度名称": [ "通道数", "图像高度", "图像宽度" ], "详细信息": { "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, "帧率": 30, "通道数": 3, "是否含音频": false } }, "右腕摄像头观测图像": { "数据类型": "video", "形状": [ 3, 480, 640 ], "维度名称": [ "通道数", "图像高度", "图像宽度" ], "详细信息": { "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, "帧率": 30, "通道数": 3, "是否含音频": false } }, "时间戳": { "数据类型": "float32", "形状": [ 1 ], "维度名称": null }, "帧索引": { "数据类型": "int64", "形状": [ 1 ], "维度名称": null }, "回合索引": { "数据类型": "int64", "形状": [ 1 ], "维度名称": null }, "样本索引": { "数据类型": "int64", "形状": [ 1 ], "维度名称": null }, "任务索引": { "数据类型": "int64", "形状": [ 1 ], "维度名称": null } } } ## 引用 **BibTeX格式**: bibtex [需补充更多信息]
提供机构:
maas
创建时间:
2025-09-17
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