Tiny Machine Learning on the Edge with TensorFlow Lite Running on SAMD51 @arduino @tensorflow #tinyML #tensorflow
Tiny Machine Learning on the Edge with TensorFlow Lite Running on SAMD51 (video and/or skip to the demo part at 7 min 28 secs). You’ve heard of machine learning (ML), but what is it? And do you have to buy specialty hardware to experiment? 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 “yes” or “no” speech and display some mini videos to play if your voice was detected by TensorFlow Lite, all on a Cortex M4 processor. Code is here – GitHub.
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.