A Raspberry Pi La Croix Flavor Detector #MLmonday #RaspberryPi @Raspberry_Pi @Instructables
The Raspberry Pi provides an interesting environment for machine learning. It has a relatively powerful CPU & GPU, is low cost, supports many of the Linux packages/drivers, and can still be used as a microcontroller to interface with a myriad of different sensors, motors, and other peripherals.
The goal of this project is to provide a useful working framework and environment to easily incorporate object detection and machine learning into all of your projects using Teachable Machine. It detects flavors of La Croix soda in this demo.
Teachable Machine is an easy, quick, but powerful tool to create machine learning models. It allows for easy data capture to create training data sets and uses state of the art algorithms to train machine learning models right in your browser. It is done in a very intuitive web interface. You can generate image, sound, or pose detection models.
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.