AI has traditionally been the realm of expensive computers, with models trained and run on GPUs and other expensive hardware. More recently this has started to change with a move towards TinyML – small machine learning models that are trained on the expensive hardware, but run on smaller, cheaper devices including the low power microcontrollers that run IoT and maker devices.
Adafruit have recently released a device to run TinyML models on called the EdgeBadge.
Jim trained a new ML model using the Azure Machine Learning Studio, a service that allows you to build and train models using cloud compute, then either host them in the cloud or download them for use offline.
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.