  The design of products and services such as a Smart doorbell, demonstrating
video analytics software/algorithm functionality, is expected to address a new
kind of requirements such as designing a scalable solution while considering
the trade-off between cost and accuracy; a flexible architecture to deploy new
AI-based models or update existing models, as user requirements evolve; as well
as seamlessly integrating different kinds of user interfaces and devices. To
address these challenges, we propose a smart doorbell that orchestrates video
analytics across Edge and Cloud resources. The proposal uses AWS as a base
platform for implementation and leverages Commercially Available
Off-The-Shelf(COTS) affordable devices such as Raspberry Pi in the form of an
Edge device.
