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Tuesday, June 21 • 2:55pm - 3:35pm
Computer Vision to Secure Your Surroundings with AI/ML Solution Built Using Open Source Tools at the Edge - Samantha Coyle & Neethu Elizabeth Simon, Intel Corporation

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Fast, low-cost edge compute is supporting the growth of IoT, AI and Computer Vision (CV) based solutions in several fields including smart city/home. Security solutions aiding situational awareness have benefits in keeping assets and the public safe. However, these solutions are increasingly difficult to develop & deploy due to resource constraints, hardware costs, and high inference loads on the edge device. Our team developed a CV based Security as a Service Smart City Solution using AI/ML. This solution provides a framework and processing pipeline for deploying AI-assisted, multi-camera Smart City Solution of vehicular and walkway traffic. The Open Source software leveraged includes: GStreamer multimedia framework, Intel Distribution of OpenVINO Toolkit, Angular UI using VideoJS, Grafana map to depict edge device locations, PostgreSQL, and EdgeX Foundry as an optional listener for inference results. The solution uses a containerized microservice-based architecture. This presentation walks through the learnings and challenges encountered during the design and implementation of this unique solution for AI at the edge for a Security as a Service solution. We will also discuss the ethical concerns that drive our moral compass in developing these types of CV solutions.

Speakers
avatar for Samantha Coyle

Samantha Coyle

Software Engineer, Intel Corporation
Samantha Coyle is a Software Engineer within the Internet of Things Group at Intel Corporation with experience building and enabling computer vision based containerized applications and Go based microservices for industrial applications at the edge. In 2021, she attained her CKAD... Read More →
avatar for Neethu Elizabeth Simon

Neethu Elizabeth Simon

Senior Software Engineer, Intel Corporation
Neethu Elizabeth Simon is a Senior Software Engineer in the Internet of Things Group at Intel Corporation, with vast industrial experience in building smart end to end vision based Machine Learning solutions. She is currently focused on building microservices for computer vision based... Read More →



Tuesday June 21, 2022 2:55pm - 3:35pm CDT
Room 408/409 (Level 4)
  Open AI & Data Forum, AI on the Edge