Appization™ @ Neurahub™: Leveraging The App Store Model For AI Functions On Edge Devices_ Case Study Of Indoai AI Camera
Vivek Gujar, Ashwani Rathore · IOSR Journal of Computer Engineering · 2024
The “ Appization™ @ NeuraHub™ ” framework applies the successful AI app store model for mobile handsets to AI functions on edge devices, aiming to create an adaptable, scalable and customizable platform for deploying, managing, and updating AI models on specialized devices like IndoAI’s Edge Cameras. This paper provides a comprehensive examination of the Appization™ @ NeuraHub™ platform, proposing it as an ecosystem where AI models can be installed, managed, and updated independently. NeuraHub is a comprehensive ecosystem where AI models can be deployed, managed and updated independently for developers. The framework introduces standardized protocols, a developer-friendly marketplace and a microservices architecture that streamlines AI model deployment on edge devices, overcoming current challenges and scaling edge AI for specialized applications