Intelligent Home Security with NVIDIA Jetson and Microsoft Azure

Paul DeCarlo demonstrates an Intelligent Home Security System built using the Jetson Xavier NX with Azure IoT Edge and the DeepStream SDK module. The project employs a custom object detection model built with Custom Vision.AI that has been trained with images captured on-site using the IoT Edge CameraTaggingModule. Object detection telemetry is pushed into Azure Time Series Insights and PowerBI to allow for analyzing these detections over time and in near real-time. This allows for an end-to-end custom Intelligent Video Application that could be modified to adapt to a variety of scenarios.

Steps to reproduce this project are coming as part of July-O-T, more details will be available later at http://aka.ms/julyiot