Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Demonstration of a Cloud-based Software Framework for Video Analytics
  Application using Low-Cost IoT Devices   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.

14
The categories of this paper are: math-ph
18
The categories of this paper are: econ
37
The categories of this paper are: supr-con
16
The categories of this paper are: stat
3
The categories of this paper are: physics
20
The categories of this paper are: acc-phys
5
The categories of this paper are: gr-qc
24
The categories of this paper are: dg-ga
28
The categories of this paper are: alg-geom
17
The categories of this paper are: q-fin
25
The categories of this paper are: patt-sol
33
The categories of this paper are: plasm-ph
8
The categories of this paper are: hep-ex
0
The categories of this paper are: hep-ph
11
The categories of this paper are: hep-lat
10
The categories of this paper are: q-bio