Rob Lauer

Camp Counselor

Remote Birding with TinyML and Raspberry Pi

Event Logo

Tuesday, July 27, 2021 - 3:30 PM UTC, for 1 hour.

AT THAT (In-Person Only) Regular, 60 minute presentation

Room: B & G

iot
ml
tinyml
tensorflow lite
python

Like many of us, too much of my day is spent in front of a screen. The pleasure I get from watching birds flock to my bird feeder is unfortunately outweighed by the realities of life. However, I'm not one to give up on this lazy dream of bird watching! Instead of sitting on my porch waiting for birds to come in, why not be *actively notified* when birds are at the feeder (and which birds are showing up)? While slightly dystopian, it's still a great idea - let's build it! In this talk, we will walk through a real-world solution that ties together Machine Learning concepts, remotely-powered IoT deployments, and cloud connectivity in an easy-to-understand project. By using TensorFlow Lite on a Raspberry Pi (with a handy Twilio integration for MMS), we will see how easy it can be to develop robust Machine Learning solutions with readily-available hardware and open source software.

favorited by:
Timothy Tyson Matt Netkow Dustin Ewers Josh Gretz Richard Melito Christopher Ebbert Michael Erpenbeck Samantha Dahlby Lucas Boje Daniel Laughland Amy Rambow-Larsen Andy Lester Lance Larsen Rob Linxweiler David Dugan Matt Willmer Ryan Holmes Ken Samson Kim Cwiak