A Novel Methodology For Crowdsourcing AI Models in an Enterprise

22 Mar 2021  ·  Parthasarathy Suryanarayanan, Sundar Saranathan, Shilpa Mahatma, Divya Pathak ·

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.

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