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svla_so100_stacking

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魔搭社区2025-12-10 更新2025-06-07 收录
下载链接:
https://modelscope.cn/datasets/lerobot/svla_so100_stacking
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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": "v3.0", "robot_type": "so100", "total_episodes": 56, "total_frames": 22956, "total_tasks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:56" }, "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet", "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4", "features": { "action": { "dtype": "float32", "shape": [ 6 ], "names": [ "main_shoulder_pan", "main_shoulder_lift", "main_elbow_flex", "main_wrist_flex", "main_wrist_roll", "main_gripper" ], "fps": 30 }, "observation.state": { "dtype": "float32", "shape": [ 6 ], "names": [ "main_shoulder_pan", "main_shoulder_lift", "main_elbow_flex", "main_wrist_flex", "main_wrist_roll", "main_gripper" ], "fps": 30 }, "observation.images.top": { "dtype": "video", "shape": [ 480, 640, 3 ], "names": [ "height", "width", "channels" ], "info": { "video.fps": 30.0, "video.height": 480, "video.width": 640, "video.channels": 3, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "has_audio": false } }, "observation.images.wrist": { "dtype": "video", "shape": [ 480, 640, 3 ], "names": [ "height", "width", "channels" ], "info": { "video.fps": 30.0, "video.height": 480, "video.width": 640, "video.channels": 3, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "has_audio": false } }, "timestamp": { "dtype": "float32", "shape": [ 1 ], "names": null, "fps": 30 }, "frame_index": { "dtype": "int64", "shape": [ 1 ], "names": null, "fps": 30 }, "episode_index": { "dtype": "int64", "shape": [ 1 ], "names": null, "fps": 30 }, "index": { "dtype": "int64", "shape": [ 1 ], "names": null, "fps": 30 }, "task_index": { "dtype": "int64", "shape": [ 1 ], "names": null, "fps": 30 } }, "data_files_size_in_mb": 100, "video_files_size_in_mb": 500 } ``` ## Citation **BibTeX:** ```bibtex [More Information Needed] ```

本数据集基于[LeRobot](https://github.com/huggingface/lerobot)开发构建。 ## 数据集说明 - **主页**:[需补充更多信息] - **论文**:[需补充更多信息] - **许可证**:Apache-2.0 ## 数据集结构 `meta/info.json`文件内容如下: json { "代码库版本": "v3.0", "机器人类型": "so100", "总回合数": 56, "总帧数": 22956, "总任务数": 1, "分块大小": 1000, "帧率": 30, "数据集划分": { "训练集": "0:56" }, "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", "数据特征": { "动作": { "数据类型": "float32(单精度浮点数)", "形状": [6], "维度命名": [ "主肩关节偏航", "主肩关节抬升", "主肘关节屈伸", "主腕关节屈伸", "主腕关节旋转", "主夹爪" ], "帧率": 30 }, "观测.状态": { "数据类型": "float32(单精度浮点数)", "形状": [6], "维度命名": [ "主肩关节偏航", "主肩关节抬升", "主肘关节屈伸", "主腕关节屈伸", "主腕关节旋转", "主夹爪" ], "帧率": 30 }, "观测.顶部相机图像": { "数据类型": "video(视频格式)", "形状": [480, 640, 3], "维度命名": [ "高度", "宽度", "通道数" ], "附加信息": { "视频帧率": 30.0, "视频高度": 480, "视频宽度": 640, "视频通道数": 3, "视频编码格式": "av1", "视频像素格式": "yuv420p", "非深度图": false, "无音频": false } }, "观测.腕部相机图像": { "数据类型": "video(视频格式)", "形状": [480, 640, 3], "维度命名": [ "高度", "宽度", "通道数" ], "附加信息": { "视频帧率": 30.0, "视频高度": 480, "视频宽度": 640, "视频通道数": 3, "视频编码格式": "av1", "视频像素格式": "yuv420p", "非深度图": false, "无音频": false } }, "时间戳": { "数据类型": "float32(单精度浮点数)", "形状": [1], "维度命名": null, "帧率": 30 }, "帧索引": { "数据类型": "int64(64位整数)", "形状": [1], "维度命名": null, "帧率": 30 }, "回合索引": { "数据类型": "int64(64位整数)", "形状": [1], "维度命名": null, "帧率": 30 }, "全局索引": { "数据类型": "int64(64位整数)", "形状": [1], "维度命名": null, "帧率": 30 }, "任务索引": { "数据类型": "int64(64位整数)", "形状": [1], "维度命名": null, "帧率": 30 } }, "数据文件总容量(MB)": 100, "视频文件总容量(MB)": 500 } ## 引用 **BibTeX格式引用**: bibtex [需补充更多信息]
提供机构:
maas
创建时间:
2025-06-05
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