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.
@article{arxiv.2103.14033,
title = {A Novel Methodology For Crowdsourcing AI Models in an Enterprise},
author = {Parthasarathy Suryanarayanan and Sundar Saranathan and Shilpa Mahatma and Divya Pathak},
journal= {arXiv preprint arXiv:2103.14033},
year = {2021}
}
Comments
Presented at Challenges in Machine Learning workshop 2020 (CiML2020) @NeurIPS (http://ciml.chalearn.org/)