G1_Brainco_GraspRubiksCube_Dataset

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_Brainco", "total_episodes": 197, "total_frames": 220788, "total_tasks": 1, "total_videos": 788, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:197" }, "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": [ 26 ], "names": [ [ "kLeftShoulderPitch", "kLeftShoulderRoll", "kLeftShoulderYaw", "kLeftElbow", "kLeftWristRoll", "kLeftWristPitch", "kLeftWristYaw", "kRightShoulderPitch", "kRightShoulderRoll", "kRightShoulderYaw", "kRightElbow", "kRightWristRoll", "kRightWristPitch", "kRightWristYaw", "kLeftHandThumb", "kLeftHandThumbAux", "kLeftHandIndex", "kLeftHandMiddle", "kLeftHandRing", "kLeftHandPinky", "kRightHandThumb", "kRightHandThumbAux", "kRightHandIndex", "kRightHandMiddle", "kRightHandRing", "kRightHandPinky" ] ] }, "action": { "dtype": "float32", "shape": [ 26 ], "names": [ [ "kLeftShoulderPitch", "kLeftShoulderRoll", "kLeftShoulderYaw", "kLeftElbow", "kLeftWristRoll", "kLeftWristPitch", "kLeftWristYaw", "kRightShoulderPitch", "kRightShoulderRoll", "kRightShoulderYaw", "kRightElbow", "kRightWristRoll", "kRightWristPitch", "kRightWristYaw", "kLeftHandThumb", "kLeftHandThumbAux", "kLeftHandIndex", "kLeftHandMiddle", "kLeftHandRing", "kLeftHandPinky", "kRightHandThumb", "kRightHandThumbAux", "kRightHandIndex", "kRightHandMiddle", "kRightHandRing", "kRightHandPinky" ] ] }, "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_right_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`meta/info.json`的完整内容如下： json { "codebase_version": "v2.1", "robot_type": "Unitree_G1_Brainco", "total_episodes": 197, "total_frames": 220788, "total_tasks": 1, "total_videos": 788, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:197" }, "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": [ 26 ], "names": [ [ "kLeftShoulderPitch", "kLeftShoulderRoll", "kLeftShoulderYaw", "kLeftElbow", "kLeftWristRoll", "kLeftWristPitch", "kLeftWristYaw", "kRightShoulderPitch", "kRightShoulderRoll", "kRightShoulderYaw", "kRightElbow", "kRightWristRoll", "kRightWristPitch", "kRightWristYaw", "kLeftHandThumb", "kLeftHandThumbAux", "kLeftHandIndex", "kLeftHandMiddle", "kLeftHandRing", "kLeftHandPinky", "kRightHandThumb", "kRightHandThumbAux", "kRightHandIndex", "kRightHandMiddle", "kRightHandRing", "kRightHandPinky" ] ] }, "action": { "dtype": "float32", "shape": [ 26 ], "names": [ [ "kLeftShoulderPitch", "kLeftShoulderRoll", "kLeftShoulderYaw", "kLeftElbow", "kLeftWristRoll", "kLeftWristPitch", "kLeftWristYaw", "kRightShoulderPitch", "kRightShoulderRoll", "kRightShoulderYaw", "kRightElbow", "kRightWristRoll", "kRightWristPitch", "kRightWristYaw", "kLeftHandThumb", "kLeftHandThumbAux", "kLeftHandIndex", "kLeftHandMiddle", "kLeftHandRing", "kLeftHandPinky", "kRightHandThumb", "kRightHandThumbAux", "kRightHandIndex", "kRightHandMiddle", "kRightHandRing", "kRightHandPinky" ] ] }, "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_right_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 } } } ## 引用 **BibTeX格式引用**： bibtex [需补充更多信息]

搜集汇总

背景与挑战

背景概述

该数据集使用LeRobot创建，包含Unitree_G1_Brainco机器人执行单一任务（抓取魔方）的197个训练片段，总计22万帧观测数据和788个视频。数据涵盖26维关节状态与动作，以及四个视角的摄像头视频，遵循Apache 2.0许可。