Bruno Capuano

Camp Counselor

Let’s perform Anomaly Detection using ML.Net on a drone flying data from Azure IoT

Event Logo

Thursday, July 29, 2021 - 7:30 PM UTC, for 1 hour.

Regular, 60 minute presentation

machine learning
anomaly detection

You can control a drone using 20 lines of code. That’s the easy part. Sending the drone telemetry to Azure IoT is a little tricky, however, it requires another 20 lines of code. And when all the information is on Azure IoT, we can perform Anomaly Detection on the drone telemetry using ML.Net on the cloud. We will use a simple house drone ($100), Python and C#. And, besides the drone telemetry analysis, I’ll share additional enterprise scenarios. Let’s build this!

Take Aways

  • Learn how to create a drone sdk from scratch
  • Learn to analyze and detect anomalies from drone telemetry data
favorited by:
David Wanta Shawn Cannon John Kozlowski Timothy Tyson Troy Miller Lance Larsen Dennis Moon Michael Marks Dean Reedy Tad Hadtrath Ken Samson trent simon bryan shannon Bruno Capuano