一种新的企业众包AI模型方法
A Novel Methodology For Crowdsourcing AI Models in an Enterprise
摘要:
人工智能的发展正在迅速推进,为行业与社区的合作带来了挑战和机遇。在这项工作中,我们提出了一种新的方法,旨在通过人工智能模型的众包来促进这种合作。具体来说,我们已经实现了一个系统和一个流程,任何组织都可以轻松地采用它来举办人工智能竞赛。该系统允许他们根据内部专有数据自动收集和评估提交的模型,并将其作为可重用服务纳入产品中。
英文摘要:
The evolution of AI is advancing rapidly, creating both challenges and opportunities for industry-community collaboration. In this work, we present a novel methodology aiming to facilitate this collaboration through crowdsourcing of AI models. Concretely, we have implemented a system and a process that any organization can easily adopt to host AI competitions. The system allows them to automatically harvest and evaluate the submitted models against in-house proprietary data and also to incorporate them as reusable services in a product.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。