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Found 5 papers, 4 papers with code
NeuSyRE: Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment
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)
A Demonstration of Smart Doorbell Design Using Federated Deep Learning
Smart doorbells have been playing an important role in protecting our modern homes.
Block Chain and Internet of Nano-Things for Optimizing Chemical Sensing in Smart Farming
This study proposes a BC-powered IoNT (BC-IoNT) system for sensing chemicals level in the context of farm management.
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.
A Distributed Framework to Orchestrate Video Analytics Applications
The concept of the Internet of Things (IoT) is a reality now.
Computers and Society
