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AUG

19

AUG

19

Edge ML on the Raspberry Pi: Remote Birding and Traffic Monitoring

August 19, 2021

3:00 PM - 3:30 PM

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The worlds of Machine Learning and Edge Computing are merging faster than anyone may have imagined even a couple of years ago. Today you can build custom ML models that are optimized to run on low-power microcontrollers or single-board computers like the Raspberry Pi. Plus, using a low-power cellular module like the Blues Wireless Notecard, you can securely route ML-derived inferences to your cloud of choice!

In this short 30-minute webinar, we are going to walk through two silly, somewhat impractical, but super fun projects that test the limits of ML on the Raspberry Pi!

1) The "Remote Birding with TensorFlow Lite and Raspberry Pi" project will show us how to use ML on a RPi in a remote environment (complete with cellular connectivity and solar power!).

2) In "Busted! Create an ML-Powered Speed Trap" we will walk through building a portable "speed trap" that uses ML to identify vehicles, a radar sensor to measure speed, and the Notecard to report data to the cloud.

By the end of the webinar you should have a basic understanding of some common image-related ML concepts and how to start implementing them in an edge computing scenario on the Raspberry Pi.

Speakers

Rob Lauer

Rob Lauer is Developer Relations Lead at Blues Wireless and has a passion for the IoT and the open web.

Hosts

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Blues

Blues simplifies gathering and moving sensor data from your device or product to your cloud. Think of us as the “I” in IoT. We move data bi-directionally over the global cellular network (130+ countries) and Wi-Fi through hardware and software endpoints for the best out-of-the-box connectivity. We support all Microcontrollers and Cloud Application Endpoints, so you can build your product, your way.

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