Clash of the titans: IoT & Cloud Ing. Mauricio Ferreyra

City officials concerned about pedestrians, cyclists and drivers safety. Safety metrics required to understand the risk and plan for a safer city 97hs A year lost by drivers in due to traffic jams 40% Traffic incidents in occurs in intersections1 Safety in the intersection is top of mind The Problem

The requirement Create a system to detect ”Near Misses” intersection in cities

Time-Sensitive Use Cases Time to detect Time to prevent Time to report Time

Crashes & Near Misses detection Detecting crashes and near misses in the intersections to create a safety metric

Transforming events insights into action Safety metric: • Using Crashes and Near Misses • How safe or dangerous an intersection is • Real time to call 911 or change traffic pattern Central dashboard: • Plot the metric in the intersection • Filter by time / week day • City Planners will use it to improve traffic

Architecture Capture Transmit Reporting Process 3.5 GB/hour Edge Computing

Edge Architecture Technology • IEI Tank with Core i7 Foundational Kit • OpenVINO • Yolo3 model • Intel IOT Dev Cloud

Edge Computing Artificial Intelligence Time-Sensitive Messaging Cloud Native

What Technologies Are Needed? AI & Machine Learning Device Orchestration Time-Sensitiv e Networking

OpenVino: AI at the Edge

IoT / Edge Platform Messaging Service Authentication & Authorization Device Registration Device Provisioning Monitoring Updates / Upgrades …..

AWS IoT Framework • AWS IoT certificates • MQTT broker • Things management: groups and policies. • AWS IoT actions and rules: redirect information

Data Visualization • AWS elasticsearch service • Data stored and indexed • Dashboards with Kibana and Quicksight

We Open Source https://github.com/incluit/OpenVino-For-SmartCity

Gracias! Mauricio Ferreyra [email protected] Join Us!