1 code implementation • Semantic Web 2023 • M. Jaleed Khan, John Breslin, Edward Curry
We present a loosely-coupled neuro-symbolic visual understanding and reasoning framework that employs a DNN-based pipeline for object detection and multi-modal pairwise relationship prediction for scene graph generation and leverages common sense knowledge in heterogenous knowledge graphs to enrich scene graphs for improved downstream reasoning.
Ranked #1 on
Scene Graph Generation
on Visual Genome
(mR@100 metric)
1 code implementation • 19 Oct 2020 • Vatsal Patel, Sarth Kanani, Tapan Pathak, Pankesh Patel, Muhammad Intizar Ali, John Breslin
Smart doorbells have been playing an important role in protecting our modern homes.
no code implementations • 5 Oct 2020 • Dixon Vimalajeewa, Subhasis Thakur, John Breslin, Donagh P. Berry, Sasitharan Balasubramaniam
This study proposes a BC-powered IoNT (BC-IoNT) system for sensing chemicals level in the context of farm management.
1 code implementation • 29 Sep 2020 • Bhavin Joshi, Tapan Pathak, Vatsal Patel, Sarth Kanani, Pankesh Patel, Muhammad Intizar Ali, John Breslin
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.
1 code implementation • 17 Sep 2020 • Tapan Pathak, Vatsal Patel, Sarth Kanani, Shailesh Arya, Pankesh Patel, Muhammad Intizar Ali, John Breslin
The concept of the Internet of Things (IoT) is a reality now.
Computers and Society