Machine learning bubble blowing … Tiny Machine Learning on the Edge with TensorFlow Lite Running on SAMD51 @arduino @tensorflow #tinyML #tensorflow #machinelearning #ai
Tiny Machine Learning on the Edge with TensorFlow Lite Running on SAMD51, we have trained a new model that listens for “up” or “down” (video).
You’ve heard of machine learning (ML), but what is it? And do you have to buy specialty hardware to experiment? Nope! If you have some Adafruit hardware, you can build some Tiny ML projects today!
We’ve wrappered the TensorFlow Lite micro speech demo to Arduino so you can do basic speech recognition on our SAMD51 boards.
In this demo we’ll hook up a microphone to our PyGamer to detect “up” or “down” speech and display some mini videos to play if your voice was detected by TensorFlow Lite, move a bubble wand up or down, controlling a servo, and DC motor, all on a Cortex M4 processor, all battery powered! Code is here – GitHub.
We used docker for this, we can easily train more models on our local system, and we’ve uploaded them here on docker hub! We have a Hackday Hackchat coming up soon, and this is one of the examples we’ll be showing off live!
The background noise is our factory, and the DC motor that blows the bubbles, we wanted to make sure this all worked in a not-quiet environment, like the real world.
Tiny Machine Learning on the Edge with TensorFlow Lite Running on SAMD51 – Adafruit.
8-6-2021 (August 6, 2021) is the Snakiest day of the year and it’s also this year’s CircuitPython Day! The day highlights all things CircuitPython and Python on Hardware. See you there!
Stop breadboarding and soldering – start making immediately! Adafruit’s Circuit Playground is jam-packed with LEDs, sensors, buttons, alligator clip pads and more. Build projects with Circuit Playground in a few minutes with the drag-and-drop MakeCode programming site, learn computer science using the CS Discoveries class on code.org, jump into CircuitPython to learn Python and hardware together, TinyGO, or even use the Arduino IDE. Circuit Playground Express is the newest and best Circuit Playground board, with support for CircuitPython, MakeCode, and Arduino. It has a powerful processor, 10 NeoPixels, mini speaker, InfraRed receive and transmit, two buttons, a switch, 14 alligator clip pads, and lots of sensors: capacitive touch, IR proximity, temperature, light, motion and sound. A whole wide world of electronics and coding is waiting for you, and it fits in the palm of your hand.