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每家具身公司都在重复造轮子,数据孤岛问题怎么解决?
具身智能之心· 2025-11-21 16:03
这周四智源做了一个Open Day,由于时间关系没能来得及参与。看了下现场的嘉宾和topic觉得蛮感兴趣,和 大家分享下。 国内具身公司如星海图、银河通用、原力灵机、智元、自变量、加速进化、北京人形……多家头部的CEO或 联合创始人,几乎都来了。 会上有一个非常重要的topic:打破数据孤岛、共建生态。也就是说,各家公司的数据都可以提供给平台,作 为非赢利的第三方组织,智源不涉及商业行为更值得"被信任",移动操作、机械臂等多个本体数据正在逐渐 开源...... 期间,还宣布开源百万级的高质量真机具身数据(经过清洗、标注、对齐),除此之外,发布了全流程开发 平台RoboXstudio和数据软件框架CoRobot。 这就意味着从数据采集、标注管理、训练、评测部署整套流程打通,创业公司不用花高价请团队各自搭建平 台。 最重要的一点是,"统一评测",再也别说自己的机器人是最好的了,一起评测试试? 整体看下来,对本体公司来说,谁贡献更多数据给开源平台,优化的效果会更好。统一标准的评测,更能区 分优劣。这对整个行业也是一个极大的促进,从各自为战到"有组织、有纪律"。 以上为我们的具身社区: 具身智能之心知识星球内 的分享 ...
振臂一挥,大半个具身机器人圈都来了!智源研究院:别藏了,谁贡献数据多,谁的大脑就更好用
量子位· 2025-11-21 06:29
Core Insights - The article discusses the significant impact of the "Embodied Intelligence Martial Arts Conference" held by Zhiyuan Research Institute, which gathered major players in the robotics industry to address data sharing and collaboration challenges [2][4][6]. Group 1: Zhiyuan's Role and Strategy - Zhiyuan Research Institute aims to be the "Android" of the embodied intelligence era, focusing on creating a collaborative ecosystem rather than competing directly in the market [5][21]. - The institute leverages its non-profit status to break down data silos, encouraging companies to share valuable data through mutual agreements [6][10]. - By providing a neutral platform, Zhiyuan positions itself as a "wall breaker," facilitating cooperation between academic and industrial sectors [11][9]. Group 2: Addressing Industry Pain Points - The robotics industry faces significant challenges due to data silos, where data from one type of robot cannot be utilized by another, leading to inefficiencies [7][8]. - Zhiyuan has introduced open-source high-quality real-world data, addressing the industry's need for better data [15]. - The launch of the RoboXstudio development platform and CoRobot data framework streamlines the development process for startups, allowing them to focus on product innovation [16][17]. Group 3: Standardization and Evaluation - The lack of standardized evaluation metrics in the robotics field has led to discrepancies between demo performances and real-world applications [18][20]. - Zhiyuan has established the RoboChallenge committee to create quantifiable and traceable evaluation standards for robotic models [20]. - This initiative aims to ensure that all robotic models can be assessed fairly, promoting transparency and reliability in the industry [20]. Group 4: Future Vision and Ecosystem Development - Zhiyuan envisions a future where robot development is as simple as building with blocks, emphasizing the need for a robust foundational framework [24][25]. - The institute is focused on creating a comprehensive system for embodied intelligence, including advancements in RoboBrain and Emu models to enhance learning and understanding [23][26]. - By gathering industry data and establishing standards, Zhiyuan aims to become a fundamental resource for the embodied intelligence sector, akin to essential utilities [26][29].