Paul DeCarlo demonstrates an Intelligent Home Security System built using the Jetson Xavier NX with Azure IoT Edge and the DeepStream SDK module to run a custom object detection model built with Custom Vision.AI. 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.
Github repo to reproduce this project:
https://github.com/toolboc/Intelligent-Video-Analytics-with-NVIDIA-Jetson-and-Microsoft-AzureThis project was created as part of #JulyOT, more details are available at: http://aka.ms/julyiot
For more information about the services used in this project:
- Jetson Xavier NX: https://nvda.ws/3bqcNEx
- Azure IoT Edge: http://aka.ms/iotedgestart
- NVIDIA DeepStream SDK Module: http://aka.ms/deepstreamsdkmodule
- Azure Time Series Insights: https://aka.ms/timeseriesinsightsstart
- Power BI: https://aka.ms/powerbistart
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